David Smiley - Salesforce

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transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_logo_contextual-sign-in-info_modal-modal-header"> Sign in to view David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal">  Sign in </button> <div class>  <div id="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal" class="modal modal--sign-in" data-outlet="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_profile_logo_contextual-sign-in-info_modal_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_logo_cta_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_logo_cta_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div>  </div> <div class="top-card-layout__entity-info-container flex flex-wrap papabear:flex-nowrap"> <div class="top-card-layout__entity-info flex-grow flex-shrink-0 basis-0 babybear:flex-none babybear:w-full babybear:flex-none babybear:w-full"> <button class="cursor-pointer hover:bg-color-background-none-tint-hover" data-modal="public_profile_top-card_title-modal-id" data-tracking-control-name="public_profile_top-card_title-modal-outlet-button"> <h1 class="top-card-layout__title font-sans text-lg papabear:text-xl font-bold leading-open text-color-text mb-0"> David Smiley </h1> </button>  <div class="contextual-sign-in-modal top-card-layout__title-modal" data-impression-id="public_profile_top-card_title-modal_contextual-sign-in-modal">  <div class>  <div id="public_profile_top-card_title-modal-id" class="modal modal--contextual-sign-in" data-outlet="public_profile_top-card_title-modal-id">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_top-card_title-modal-id-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_top-card_title-modal-id-modal-header"> Sign in to view David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_profile_top-card_title-modal-id_sign-in-modal">  Sign in </button> <div class>  <div id="public_profile_top-card_title-modal-id_sign-in-modal" class="modal modal--sign-in" data-outlet="public_profile_top-card_title-modal-id_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_top-card_title-modal-id_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_top-card_title-modal-id_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="public_profile_top-card_title-modal-id_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_profile_top-card_title-modal-id_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_top-card_title-modal-id_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="public_profile_top-card_title-modal-id_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_profile_top-card_title-modal-id_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_top-card_title-modal_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_top-card_title-modal_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div>  <h3 class="top-card-layout__first-subline font-sans text-md leading-open text-color-text-low-emphasis"> <div class="profile-info-subheader"> <span>Southwest Harbor, Maine, United States</span> <span class="before:middot"></span> <button class="link cursor-pointer text-md focus:outline focus:outline-2 focus:outline-color-action" data-tracking-client-ingraph data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal-trigger" data-modal="public_profile_profile-info-subheader__contact-info_modal" data-no-cool-off="true" tabindex="0"> Contact Info </button> <div class="contextual-sign-in-modal contact-info-modal" data-impression-id="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal">  <div class>  <div id="public_profile_profile-info-subheader__contact-info_modal" class="modal modal--contextual-sign-in" data-outlet="public_profile_profile-info-subheader__contact-info_modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_profile-info-subheader__contact-info_modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_profile-info-subheader__contact-info_modal-modal-header"> Sign in to view David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_profile_profile-info-subheader_sign-in-modal">  Sign in </button> <div class>  <div id="public_profile_profile-info-subheader_sign-in-modal" class="modal modal--sign-in" data-outlet="public_profile_profile-info-subheader_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_profile-info-subheader_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_profile-info-subheader_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="public_profile_profile-info-subheader_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_profile_profile-info-subheader_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_profile-info-subheader_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="public_profile_profile-info-subheader_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_profile_profile-info-subheader_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_profile-info-subheader_contact-info_modal_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="not-first-middot"> <span> 522 followers </span> <span> 443 connections </span> </div> </div> </h3> <h4 class="top-card-layout__second-subline font-sans text-sm leading-open text-color-text-low-emphasis mt-0.5">  <div class="mutual-connections mt-1"> <div class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8u45fytkjgiwwp10k15l8fc84" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/tgg16g4l8khb9lwyit64p5rp" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/l525cbfhd5o3bku6r37kxly1" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <button aria-label="See your mutual connections with David" class="font-semibold text-color-link cursor-pointer" data-tracking-client-ingraph data-tracking-control-name="public_profile_mutual-connections_modal-trigger" data-modal="public_profile_mutual-connections_contextual-sign-in-modal" data-no-cool-off="true">See your mutual connections</button> </div> <div class="contextual-sign-in-modal mutual-connections-modal" data-impression-id="public_profile_mutual-connections_contextual-sign-in-modal">  <div class>  <div id="public_profile_mutual-connections_contextual-sign-in-modal" class="modal modal--contextual-sign-in" data-outlet="public_profile_mutual-connections_contextual-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_mutual-connections_contextual-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_mutual-connections_contextual-sign-in-modal-modal-header"> View mutual connections with David </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_profile_mutual-connections_sign-in-modal">  Sign in </button> <div class>  <div id="public_profile_mutual-connections_sign-in-modal" class="modal modal--sign-in" data-outlet="public_profile_mutual-connections_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_mutual-connections_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_mutual-connections_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="public_profile_mutual-connections_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_profile_mutual-connections_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_mutual-connections_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="public_profile_mutual-connections_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_profile_mutual-connections_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_mutual-connections_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> </div> </h4> <div class="top-card-layout__cta-container flex flex-wrap mt-0.5 papabear:mt-0 ml-[-12px]"> <a class="top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--primary btn-md btn-primary" href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_top-card-primary-button-join-to-view-profile" data-tracking-client-ingraph data-tracking-control-name="public_profile_top-card-primary-button-join-to-view-profile" data-tracking-will-navigate> Join to view profile </a> <div class="contextual-sign-in-modal top-card-layout__secondary-cta-modal flex babybear:flex-auto" data-impression-id="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal"> <button class="contextual-sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--secondary btn-md btn-secondary-emphasis" data-tracking-client-ingraph data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_outlet-button" data-modal="public_profile_top-card_secondary-cta-modal-id"> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/3ljz3g2ipmq0j47d44m25e1ug"></icon> Message </button> <div class>  <div id="public_profile_top-card_secondary-cta-modal-id" class="modal modal--contextual-sign-in" data-outlet="public_profile_top-card_secondary-cta-modal-id">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_top-card_secondary-cta-modal-id-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_top-card_secondary-cta-modal-id-modal-header"> Sign in to view David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_profile_top-card_secondary-cta-modal-id_sign-in-modal">  Sign in </button> <div class>  <div id="public_profile_top-card_secondary-cta-modal-id_sign-in-modal" class="modal modal--sign-in" data-outlet="public_profile_top-card_secondary-cta-modal-id_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_top-card_secondary-cta-modal-id_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_profile_top-card_secondary-cta-modal-id_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_top-card_secondary-cta-modal_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" 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class="btn-sm btn-secondary cursor-pointer flex" data-tracking-control-name="public_profile_follow" data-modal="public_profile_activities-follow-modal" data-no-cool-off="true"> <img class="lazy-load" alt data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9ewdf4qtu7uo5bvtrz3r6z5pn"> <span class="ml-1"> Follow </span> </button> </div> <div class="contextual-sign-in-modal activities_follow-modal" data-impression-id="public_profile_follow_contextual-sign-in-modal">  <div class>  <div id="public_profile_activities-follow-modal" class="modal modal--contextual-sign-in" data-outlet="public_profile_activities-follow-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_profile_activities-follow-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_profile_activities-follow-modal-modal-header"> Sign in to view David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_follow_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="_sign-in-modal">  Sign in </button> <div class>  <div id="_sign-in-modal" class="modal modal--sign-in" data-outlet="_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_follow_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_follow_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_follow_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_follow_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_follow_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_follow_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div>  <div class="core-section-container__content break-words"> <ul data-test-id="activities__list"> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/saatchibhalla_i-built-this-activity-7310487563666870272-XFXj" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> i built this 🫶 </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full main-activity-card__img--ghost" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/53n89ecoxpr1qrki1do3alazb" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> i built this 🫶 </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/eekaiboon_fine-tuning-a-transformer-for-expense-categorization-activity-7310537967981248513-t9dW" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> For years, I’ve manually categorized my expenses to stay on top of my spending. Recently, I decided to fine-tune a Transformer model to automate the… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D5627AQE8ZXrn7FUFkQ/articleshare-shrink_1280_800/articleshare-shrink_1280_800/0/1742968060983?e=2147483647&v=beta&t=lVFposmiJRbIyV_21op89_P7l-m96-SCW_P6w3TQ5bE" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> For years, I’ve manually categorized my expenses to stay on top of my spending. Recently, I decided to fine-tune a Transformer model to automate the… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/charliehullsearch_i-love-search-conferences-but-couldnt-find-activity-7310947069559517185-KEBx" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> I love search conferences, but couldn't find a list of them all - so I made a Calendar! Check it out at https://lnkd.in/eTTsNcUJ - features… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQFjmUcfuK07TQ/feedshare-shrink_2048_1536/B4EZXWznmUGYAo-/0/1743065611287?e=2147483647&v=beta&t=wtE3mzfmLXthM3TlQqmLxHPgw7Fubej4XoHejy45UkY" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> I love search conferences, but couldn't find a list of them all - so I made a Calendar! Check it out at https://lnkd.in/eTTsNcUJ - features… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> </ul> <a class="btn-md btn-secondary-emphasis mt-3 py-[10px] inline-block min-h-0 babybear:w-full" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fin%2Fdavidwsmiley%2Frecent-activity%2F&trk=public_profile_see-all-posts" data-test-id="activities__see-more-link" data-tracking-control-name="public_profile_see-all-posts" data-tracking-will-navigate> Join now to see all activity </a> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 pp-section experience-education">  <h2 class="core-section-container__title section-title"> Experience & Education </h2>  <div class="core-section-container__content break-words"> <div class="blurred-overlay w-screen h-screen relative !w-full !h-full experience-education__list"> <ul class="visible-list"> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 !pl-0">  <img class="inline-block relative w-6 h-6 shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/C560BAQHZ9xYomLW7zg/company-logo_100_100/company-logo_100_100/0/1630658255326/salesforce_logo?e=2147483647&v=beta&t=qTOWgVlA05Oyq4_yQSi790-w_uu88NQ3SNcgh9xl738" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Salesforce </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <p class="blur" aria-hidden="true"> ********* ******** ********, ****** ************** </p> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  </div> </div> </li> </ul> <div class="blurred-content blur" tabindex="-1" aria-hidden="true"> <ul class="blurred-list" aria-hidden="true"> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 !pl-0">  <img class="inline-block relative w-6 h-6 bg-color-entity-ghost-background shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> * * ****** *** </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <p> ******/**** ****** ********* / ********** </p> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 !pl-0">  <img class="inline-block relative w-6 h-6 shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0BAQH0Bv01hH5Tgg/company-logo_100_100/company-logo_100_100/0/1631339741481?e=2147483647&v=beta&t=rOAkdGck8XERu5mvAonjBX0ZJin4gEka3drMmIo_KP4" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ********** *********** </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <p> **** **** </p> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 !pl-0">  <img class="inline-block relative w-6 h-6 shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0BAQGwTPCvlTQlvw/company-logo_100_100/company-logo_100_100/0/1630531267482/northeastern_university_logo?e=2147483647&v=beta&t=2vuZ3jVY0yz7yz_nx1j79eNQLi8AK0XBsO4Jvdsz1bc" 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data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div> </div> </div> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 certifications" data-section="certifications">  <h2 class="core-section-container__title section-title"> Licenses & Certifications </h2>  <div class="core-section-container__content break-words"> <ul> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1">  <img class="inline-block relative w-6 h-6 bg-color-entity-ghost-background shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_certification-title" data-tracking-will-navigate href="https://www.coursera.org/records/xP2wuGJQaX5CesYR?trk=public_profile_certification-title"> Introduction to Recommender Systems </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> Coursera </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> <div class="not-first-middot"> <span> Issued <time>Jan 2014</time> </span>  </div>  <div> <a class="btn-md btn-tertiary-emphasis -ml-1 inline-block px-[8px] py-0 min-h-0 rounded-[4px] h-[32px] leading-[32px] 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font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_publication-title" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Esolrenterprisesearchserver%2Ecom&urlhash=e8qL&trk=public_profile_publication-title" title="Apache Solr Enterprise Search Server, Third Edition" rel="nofollow"> Apache Solr Enterprise Search Server, Third Edition </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="text-color-text-low-emphasis">PACKT</span> <span class="not-first-middot"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> May 2015 </time> </span> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  <div class="mt-2">Other authors</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/epugh?trk=public_profile_publication_contributor-image" title="Eric Pugh"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHO9urCRgzfog/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1598031684024?e=2147483647&v=beta&t=QBBqAVQo4JC6CZh-RBLmyhjp-kStyYbXhFhn-c6vmcM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Eric Pugh"> </a> </li> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/krantiparisa?trk=public_profile_publication_contributor-image" title="Kranti K. Parisa"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEaapwrJB5JFQ/profile-displayphoto-shrink_400_400/B56ZSSw7IgHEAk-/0/1737629087234?e=2147483647&v=beta&t=jQUGJuyNMKMo2jdCSgvtCCE9Wjm5W-npucOgfnzudCI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Kranti K. Parisa"> </a> </li> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/mattmitchell4?trk=public_profile_publication_contributor-image" title="Matt Mitchell"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Matt Mitchell"> </a> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_publication-button" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Esolrenterprisesearchserver%2Ecom&urlhash=e8qL&trk=public_profile_publication-button" rel="nofollow" target="_blank" title="Apache Solr Enterprise Search Server, Third Edition"> See publication <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">  <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_publication-title" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Ecrosstalkonline%2Eorg%2Fstorage%2Fissue-archives%2F2013%2F201301%2F201301-Bygren%2Epdf&urlhash=h5gv&trk=public_profile_publication-title" title="Applying the Fundamentals of Quality to Software Acquisition" rel="nofollow"> Applying the Fundamentals of Quality to Software Acquisition </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="text-color-text-low-emphasis">CrossTalk Magazine</span> <span class="not-first-middot"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> January 11, 2013 </time> </span> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> <div class="show-more-less-text"> <p class="show-more-less-text__text--less"> Historically, software developed under government contracts often<br>does not stand up under real-world use, and defects frequently result in cost and<br>schedule overruns. While proposed development activities from contractors commonly<br>list measures to improve quality, these descriptions cannot be used to select<br>a winning bidder if they are not part of the evaluation criteria. By making software<br>quality requirements explicit at the proposal stage, contractor selection can… <button class="show-more-less-text__button show-more-less-button show-more-less-text__button--more" data-tracking-control-name="public_profile_publication-description_show-more-text-btn" aria-label="Show more details for Applying the Fundamentals of Quality to Software Acquisition" aria-expanded="false"> Show more <icon class="show-more-less-text__button-icon show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> </p> <p class="show-more-less-text__text--more" tabindex="-1"> Historically, software developed under government contracts often<br>does not stand up under real-world use, and defects frequently result in cost and<br>schedule overruns. While proposed development activities from contractors commonly<br>list measures to improve quality, these descriptions cannot be used to select<br>a winning bidder if they are not part of the evaluation criteria. By making software<br>quality requirements explicit at the proposal stage, contractor selection can be<br>influenced by criteria based on best practices in software development. <button class="show-more-less-text__button show-more-less-button show-more-less-text__button--less" data-tracking-control-name="public_profile_publication-description_show-less-text-btn" aria-label="Show less details for Applying the Fundamentals of Quality to Software Acquisition" aria-expanded="true"> Show less <icon class="show-more-less-text__button-icon show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> </p> </div> <div class="mt-2">Other authors</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/rick-spiewak-b26b7b1?trk=public_profile_publication_contributor-image" title="Rick Spiewak"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Rick Spiewak"> </a> </li> <li class="align-top inline-block mr-1"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Steve Bygren"> </li> <li class="align-top inline-block mr-1"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Greg Carrier"> </li> <li class="align-top inline-block mr-1"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Tom Maher"> </li> <li class="align-top inline-block mr-1"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Patrick Maurer"> </li> <li class="align-top inline-block mr-1"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background mt-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Christine Sweed"> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_publication-button" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Ecrosstalkonline%2Eorg%2Fstorage%2Fissue-archives%2F2013%2F201301%2F201301-Bygren%2Epdf&urlhash=h5gv&trk=public_profile_publication-button" rel="nofollow" target="_blank" title="Applying the Fundamentals of Quality to Software Acquisition"> See publication <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">  <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_publication-title" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Epacktpub%2Ecom%2Fapache-solr-3-enterprise-search-server%2Fbook&urlhash=69Sp&trk=public_profile_publication-title" title="Apache Solr 3 Enterprise Search Server" rel="nofollow"> Apache Solr 3 Enterprise Search Server </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="text-color-text-low-emphasis">PACKT</span> <span class="not-first-middot"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> November 18, 2011 </time> </span> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  <div class="mt-2">Other authors</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/epugh?trk=public_profile_publication_contributor-image" title="Eric Pugh"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHO9urCRgzfog/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1598031684024?e=2147483647&v=beta&t=QBBqAVQo4JC6CZh-RBLmyhjp-kStyYbXhFhn-c6vmcM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Eric Pugh"> </a> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_publication-button" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Epacktpub%2Ecom%2Fapache-solr-3-enterprise-search-server%2Fbook&urlhash=69Sp&trk=public_profile_publication-button" rel="nofollow" target="_blank" title="Apache Solr 3 Enterprise Search Server"> See publication <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">  <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_publication-title" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Epacktpub%2Ecom%2Fsolr-1-4-enterprise-search-server%2Fbook&urlhash=dAKk&trk=public_profile_publication-title" title="Solr 1.4 Enterprise Search Server" rel="nofollow"> Solr 1.4 Enterprise Search Server </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="text-color-text-low-emphasis">PACKT</span> <span class="not-first-middot"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> August 18, 2009 </time> </span> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis">  <div class="mt-2">Other authors</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/epugh?trk=public_profile_publication_contributor-image" title="Eric Pugh"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHO9urCRgzfog/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1598031684024?e=2147483647&v=beta&t=QBBqAVQo4JC6CZh-RBLmyhjp-kStyYbXhFhn-c6vmcM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Eric Pugh"> </a> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_publication-button" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Epacktpub%2Ecom%2Fsolr-1-4-enterprise-search-server%2Fbook&urlhash=dAKk&trk=public_profile_publication-button" rel="nofollow" target="_blank" title="Solr 1.4 Enterprise Search Server"> See publication <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> </ul>  </div> </section>   <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 projects" data-section="projects">  <h2 class="core-section-container__title section-title"> Projects </h2>  <div class="core-section-container__content break-words"> <ul class="projects__list"> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">  <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_project-title" data-tracking-will-navigate href="https://github.com/OpenSextant/SolrTextTagger?trk=public_profile_project-title" title="OpenSextant SolrTextTagger" rel="nofollow"> OpenSextant SolrTextTagger </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> May 2013 </time> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> <div class="show-more-less-text"> <p class="show-more-less-text__text--less"> This "text tagger" tags unstructured text (i.e. finds offsets) against a large dictionary of multi-word strings such as place names, people names, or other terms. It's very performant and scalable.  </p>  </div> <div class="mt-2">Other creators</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_project_contributor-image" data-tracking-will-navigate href="https://at.linkedin.com/in/rupert-westenthaler-37a30250?trk=public_profile_project_contributor-image" title="Rupert Westenthaler"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQH-4kjY55cLuQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1644248448216?e=2147483647&v=beta&t=enS2FljCNecLWGbDdBwlDSQZwHMuUgKFme0kHD7C3Xs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Rupert Westenthaler"> </a> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_project-button" data-tracking-will-navigate href="https://github.com/OpenSextant/SolrTextTagger?trk=public_profile_project-button" rel="nofollow" target="_blank" title="OpenSextant SolrTextTagger"> See project <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">  <div class="pl-0.5 grow break-words"> <h3 class="[&>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_project-title" data-tracking-will-navigate href="http://lucene.apache.org/core/4_0_0/spatial/index.html?trk=public_profile_project-title" title="Apache Lucene 4 spatial module" rel="nofollow"> Apache Lucene 4 spatial module </a> </h3> <h4 class="text-color-text text-md [&>*]:mb-0 not-first-middot leading-[1.75]"> <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular"> <time> Oct 2012 </time> </span> </h4> <div class="text-color-text-low-emphasis text-md [&>*]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> <div class="show-more-less-text"> <p class="show-more-less-text__text--less"> Includes the Solr adapters, and Spatial4j.  </p>  </div> <div class="mt-2">Other creators</div> <ul class="list-none mt-1"> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_project_contributor-image" data-tracking-will-navigate href="https://nz.linkedin.com/in/chris-male-a4b57336?trk=public_profile_project_contributor-image" title="Chris Male"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQGhHvX9GP9xxQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516630771917?e=2147483647&v=beta&t=09p63SG4D8EPrqhIWhLqKlzsCBCvT6-HYTihv-u52Vo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Chris Male"> </a> </li> <li class="align-top inline-block mr-1"> <a class="face-pile__url" data-tracking-control-name="public_profile_project_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/ryan-mckinley?trk=public_profile_project_contributor-image" title="Ryan McKinley"> <img class="inline-block relative rounded-[50%] w-6 h-6 mt-1" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQFKHc6uEAhdhA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516304508541?e=2147483647&v=beta&t=I9BPB8yTAqBYudByTMpNVlaGLwarLnyy9BEEHTH84WQ" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Ryan McKinley"> </a> </li> </ul> <a class="rounded-sm min-h-[32px] mt-2 -ml-1 px-1 py-0 btn-md btn-tertiary-emphasis link-no-visited-state inline-flex items-center" data-tracking-control-name="public_profile_project-button" data-tracking-will-navigate href="http://lucene.apache.org/core/4_0_0/spatial/index.html?trk=public_profile_project-button" rel="nofollow" target="_blank" title="Apache Lucene 4 spatial module"> See project <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy" data-tracking-will-navigate> </a> </div> </div> </li> </ul> </div> </section>     <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 recommendations" data-section="recommendations">  <h2 class="core-section-container__title section-title"> Recommendations received </h2>  <div class="core-section-container__content break-words"> <ul> <li> <div class="endorsement-card flex flex-col"> <a href="https://in.linkedin.com/in/nagpraveen-bv-2b935689?trk=public_profile_recommendations" target="_self" data-tracking-control-name="public_profile_recommendations" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link endorsement-card__entity">  <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHBVlohixjc6g/profile-displayphoto-shrink_400_400/B56ZQQyZEpHIAo-/0/1735448434086?e=2147483647&v=beta&t=AAiuV684jtOVITzKQNztQrPy1mU021MbdA_cmpX_Ryc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Click here to view Nagpraveen BV’s profile"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Nagpraveen BV  </h3>   <div class="body-text text-color-text-low-emphasis base-main-card__metadata"> <p class="endorsement-card__content body-text text-color-text-low-emphasis"> “I worked with David to build world class enterprise catalog search in e-commerce b2b space for Unilog. It was an absolute previlige to work with David as he has tremendous amount of knowledge on Java, lucene. He is so good in handling concurrency problems who treats it as fun!. He is an expert in the search domain and he is an absolute treasure for any enterprise to have.” </p> </div>  </div>  </a> </div> </li> </ul> <div> <p class="my-2 text-color-text-low-emphasis" data-test-id="recommendations__recommenders"> 1 person has recommended David </p> <a class="btn-md btn-secondary-emphasis inline-block" href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_recommendations" data-tracking-control-name="public_profile_recommendations" data-tracking-will-navigate data-test-id="recommendations-cta"> Join now to view </a> </div> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 activities" data-nosnippet="true" data-section="posts">  <div class="flex justify-between"> <h2 class="core-section-container__title section-title"> More activity by David </h2>  </div>   <div class="core-section-container__content break-words"> <ul data-test-id="activities__list"> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/justinricher_in-all-the-years-ive-known-tim-cappalli-activity-7305585942696783872-sGQ9" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> In all the years I've known Tim Cappalli, we've never run into each other near home despite living only a few miles apart from each other. But we… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQHugZY6E7sgIw/feedshare-shrink_800/B4EZWKnrUNGYAg-/0/1741787419126?e=2147483647&v=beta&t=vSm7_mshaOozUULdZBDiE6zKWoYYzYVvfIhjxQQwH_g" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> In all the years I've known Tim Cappalli, we've never run into each other near home despite living only a few miles apart from each other. But we… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/alexbenedetti_the-open-source-ai-definition-10-activity-7308564362942636050-FH4z" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> I find the abuse of terms such as 'open' and 'open source' in the world of AI and Large Language Models extremely irritating. We start seeing the… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full main-activity-card__img--ghost" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/53n89ecoxpr1qrki1do3alazb" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> I find the abuse of terms such as 'open' and 'open source' in the world of AI and Large Language Models extremely irritating. We start seeing the… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/suchitbachalli_leadership-innovation-unilog-activity-7308363423824662528-seDR" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> Some people come into your life as colleagues—few stay as lifelong friends. On April 6, 2012, I had my first meeting with a prospective client from… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQEFBk8eAjmRzw/feedshare-shrink_800/B4EZWyFzXrHgAg-/0/1742449621301?e=2147483647&v=beta&t=UbHhZi60tNJa-PjG61uv9rPqZCm33sc_tWvyWtXV8qU" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Some people come into your life as colleagues—few stay as lifelong friends. On April 6, 2012, I had my first meeting with a prospective client from… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/804250ab_rag-has-been-dying-since-the-first-large-activity-7305155666992680961-0qxY" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> RAG has been dying since the first large context window LLM. Some notable “deaths” of RAG include: • May 2023: Anthropic’s Claude with context… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQEMSeBUsz5yzg/feedshare-shrink_1280/B4EZWEgXVpGgAk-/0/1741684832755?e=2147483647&v=beta&t=cD8kDPUtt3ZFGu56LbEMUOb48ljDEJok5CjFWLhc1ao" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> RAG has been dying since the first large context window LLM. Some notable “deaths” of RAG include: • May 2023: Anthropic’s Claude with context… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/nknize_dgi2025-geospatialintelligence-gis-activity-7300526344570867713-gnSV" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> The last time I was at the DGI - Defence Geospatial Intelligence conference was in 2007. I presented our Multi-Source Intelligence Fusion platform… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQFW1CkPN0gG0A/feedshare-shrink_2048_1536/B56ZVCuBH9HQAo-/0/1740581115481?e=2147483647&v=beta&t=ImR-Da_JC1QpDDU9QCTMuCDSAd7Jzd2PriK9UWk4TIw" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> The last time I was at the DGI - Defence Geospatial Intelligence conference was in 2007. I presented our Multi-Source Intelligence Fusion platform… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/jaypittman1_2024-best-places-to-work-in-the-federal-government-activity-7305037298146963456-UlBS" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> Even now... Goodness, I love NASA. Nothing like it in the world. Even now. This is hard. I know it is hard. But it passes. Not easily, but… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQHAnWVMIryB7g/articleshare-shrink_800/articleshare-shrink_800/0/1741274638661?e=2147483647&v=beta&t=LcbH924vfryhpXJxPVUT2I3vkZF3Uz6hcWTcYFBob8Q" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Even now... Goodness, I love NASA. Nothing like it in the world. Even now. This is hard. I know it is hard. But it passes. Not easily, but… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/evanagizzi_awesome-listening-to-invited-speaker-andrew-activity-7301831874723602432-TknN" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> Awesome listening to invited speaker Andrew Ng discuss agenic workflows at AAAI!! </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQEGs9fLEDZpFg/feedshare-shrink_2048_1536/B4EZVVRYWGGwAo-/0/1740892378439?e=2147483647&v=beta&t=nmtYSqdwVRYsgx2lY8zPQcZQt4s0QpoFIvM2xcaaWKc" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Awesome listening to invited speaker Andrew Ng discuss agenic workflows at AAAI!! </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> <li> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link main-activity-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/posts/mikegintz_18f-were-dedicated-to-the-american-public-activity-7301728169571532800-nBKq" data-tracking-control-name="public_profile" data-tracking-will-navigate> <span class="sr-only"> When I first learned about 18F, it was immediately the only place I wanted to work. I was so fortunate to join the team and was there for 3 1/2 years… </span> </a> <div class="base-main-card__media relative w-[228px] block overflow-hidden flex-shrink-0 rounded-md h-[134px] babybear:w-full babybear:h-auto babybear:min-h-[134px] babybear:max-h-[250px]"> <img class="main-activity-card__img h-full " data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D5627AQE8l5Tfcb4dBA/articleshare-shrink_800/articleshare-shrink_800/0/1742927994853?e=2147483647&v=beta&t=iXYyi6liMn5AhWbqIfOqkayZp3Z0yiZg1hB6VbVo40k" alt>  </div> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> When I first learned about 18F, it was immediately the only place I wanted to work. I was so fortunate to join the team and was there for 3 1/2 years… </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Liked by <a href="https://www.linkedin.com/in/davidwsmiley?trk=public_profile_actor-name" data-tracking-control-name="public_profile_actor-name" data-tracking-will-navigate="true" class="hidden-nested-link">David Smiley</a> </h4>   </div>  </div> </li> </ul>  </div> </section>  <section class="core-section-container my-3 bottom-cta-banner">    <div class="core-section-container__content break-words"> <section class="hidden-summary container-lined p-3 overflow-hidden babybear:p-2" data-impression-id="public_profile_bottom-cta-banner_guest_hidden_summary"> <h2 class="hidden-summary__title text-xl text-color-text overflow-hidden break-words mb-2 leading-regular font-normal"> View David’s full profile </h2> <ul class="hidden-summary__summary-items"> <li class="hidden-summary__summary-item flex text-md text-color-text font-normal leading-open items-center mb-1.5 last:mb-0"> <div class="hidden-summary__summary-item-icon-container flex items-center justify-center shrink-0 mr-1"> <icon class="hidden-summary__summary-item-icon h-2 w-2 " alt data-delayed-url="https://static.licdn.com/aero-v1/sc/h/au8rc359lanmyfaah39izyss1"></icon> </div> <span class="hidden-summary__summary-item-text overflow-hidden break-words"> See who you know in common </span> </li> <li class="hidden-summary__summary-item flex text-md text-color-text font-normal leading-open items-center mb-1.5 last:mb-0"> <div class="hidden-summary__summary-item-icon-container flex items-center justify-center shrink-0 mr-1"> <icon class="hidden-summary__summary-item-icon h-2 w-2 " alt data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bk9h057z1lch588recizysfdc"></icon> </div> <span class="hidden-summary__summary-item-text overflow-hidden break-words"> Get introduced </span> </li> <li class="hidden-summary__summary-item flex text-md text-color-text font-normal leading-open items-center mb-1.5 last:mb-0"> <div class="hidden-summary__summary-item-icon-container flex items-center justify-center shrink-0 mr-1"> <icon class="hidden-summary__summary-item-icon h-2 w-2 " alt data-delayed-url="https://static.licdn.com/aero-v1/sc/h/engl6kavv3716laqjpfbilqqt"></icon> </div> <span class="hidden-summary__summary-item-text overflow-hidden break-words"> Contact David directly </span> </li> </ul> <a class="hidden-summary__cta hidden-summary__cta--secondary btn-sm !text-[16px] btn-secondary-emphasis inline-block mt-3 mr-1.5" href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_bottom-cta-banner" data-tracking-control-name="public_profile_bottom-cta-banner" data-tracking-will-navigate> Join to view full profile </a> </section> </div> </section> </section> </div> </section> <section class="right-rail papabear:w-right-rail-width papabear:ml-column-gutter mamabear:max-w-[790px] mamabear:px-mobile-container-padding babybear:max-w-[790px] babybear:px-mobile-container-padding">  <section class="aside-section-container mb-4 browsemap" data-nosnippet="true"> <h2 class="aside-section-container__title section-title"> Other similar profiles </h2>  <div class="aside-section-container__content break-words"> <ul class="show-more-less__list show-more-less__list--no-hidden-elems aside-profiles-list" data-impression-id="public_profile_browsemap_show-more-less"> <li>  <a href="https://www.linkedin.com/in/bretlittle?trk=public_profile_browsemap-profile" target="_self" data-impression-id="public_profile_browsemap-0" data-tracking-control-name="public_profile_browsemap-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQGk-mUKaLZLiA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1618592081392?e=2147483647&v=beta&t=mM67zVnFnoVVlGz8iJH-34WnC7JzfRhZ3I5-fN9ByVo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_browsemap-0"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Bret Little  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> North Berwick, ME </div>  </div>  </a> <a href="https://www.linkedin.com/in/bretlittle?trk=public_profile_browsemap_browse-map_connect-button" aria-label="Connect with Bret Little" class="relative -top-0.5 btn-sm btn-secondary inline-flex items-center ml-[52px]" data-tracking-client-ingraph data-tracking-control-name="public_profile_browsemap_browse-map_connect-button" data-tracking-will-navigate> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/82mk0tliwd4tdyyne68xrnb2a"></icon> Connect </a> </li> <li>  <a href="https://www.linkedin.com/in/juliendefrance?trk=public_profile_browsemap-profile" target="_self" data-impression-id="public_profile_browsemap-1" data-tracking-control-name="public_profile_browsemap-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQHwjwCnL7e4IA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1628285226879?e=2147483647&v=beta&t=QP-ro9bs3acMvv0EPsfKjiXnn2louemQwp_j7DoVOSQ" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_browsemap-1"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Julien DeFrance  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> San Francisco, CA </div>  </div>  </a> <a href="https://www.linkedin.com/in/juliendefrance?trk=public_profile_browsemap_browse-map_connect-button" aria-label="Connect with Julien DeFrance" class="relative -top-0.5 btn-sm btn-secondary inline-flex items-center ml-[52px]" data-tracking-client-ingraph data-tracking-control-name="public_profile_browsemap_browse-map_connect-button" data-tracking-will-navigate> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/82mk0tliwd4tdyyne68xrnb2a"></icon> Connect </a> </li> <li>  <a href="https://www.linkedin.com/in/neenhouse?trk=public_profile_browsemap-profile" target="_self" data-impression-id="public_profile_browsemap-2" data-tracking-control-name="public_profile_browsemap-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQEpeuPhMQv_8Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1604514166921?e=2147483647&v=beta&t=esCvIAWnD8cd6dI0p4aSo81QyrNtvxwwVeecNOsitC4" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_browsemap-2"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Chris Nienhuis  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Austin, TX </div>  </div>  </a> <a href="https://www.linkedin.com/in/neenhouse?trk=public_profile_browsemap_browse-map_connect-button" aria-label="Connect with Chris Nienhuis" class="relative -top-0.5 btn-sm btn-secondary inline-flex items-center ml-[52px]" data-tracking-client-ingraph data-tracking-control-name="public_profile_browsemap_browse-map_connect-button" data-tracking-will-navigate> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/82mk0tliwd4tdyyne68xrnb2a"></icon> Connect </a> </li> <li>  <a href="https://www.linkedin.com/in/chauhanyogesh?trk=public_profile_browsemap-profile" target="_self" data-impression-id="public_profile_browsemap-3" data-tracking-control-name="public_profile_browsemap-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " 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box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHhVWmEkDv45g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730000537976?e=2147483647&v=beta&t=PypvM9vOUpMyS2xhuBSlr_4-AbooMIc2IwoIHgqQnNM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_browsemap-7"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Alexis Torres  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Greater Milwaukee </div>  </div>  </a> <a href="https://www.linkedin.com/in/alexis-torres?trk=public_profile_browsemap_browse-map_connect-button" aria-label="Connect with Alexis Torres" 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inline-flex items-center ml-[52px]" data-tracking-client-ingraph data-tracking-control-name="public_profile_browsemap_browse-map_connect-button" data-tracking-will-navigate> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/82mk0tliwd4tdyyne68xrnb2a"></icon> Connect </a> </li> <li>  <a href="https://ma.linkedin.com/in/younelan?trk=public_profile_browsemap-profile" target="_self" data-impression-id="public_profile_browsemap-9" data-tracking-control-name="public_profile_browsemap-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFdYGK5KoDaPA/profile-displayphoto-shrink_400_400/B56ZOeV8_cHYAg-/0/1733528376317?e=2147483647&v=beta&t=_eE9CUs7RqzOyGy7I6eXi6L00ZRMGSaTbHSaF39B6ug" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_browsemap-9"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Youness El Andaloussi  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Casablanca Metropolitan Area </div>  </div>  </a> <a href="https://ma.linkedin.com/in/younelan?trk=public_profile_browsemap_browse-map_connect-button" aria-label="Connect with Youness El Andaloussi" class="relative -top-0.5 btn-sm btn-secondary inline-flex items-center ml-[52px]" data-tracking-client-ingraph data-tracking-control-name="public_profile_browsemap_browse-map_connect-button" data-tracking-will-navigate> <icon class="w-2 h-2 align-middle mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/82mk0tliwd4tdyyne68xrnb2a"></icon> Connect </a> </li> </ul> </div> </section> <section class="aside-section-container mb-4 related-posts" data-nosnippet="true"> <h2 class="aside-section-container__title section-title"> Explore more posts </h2>  <div class="aside-section-container__content break-words"> <div class="show-more-less aside-entities-list">  <ul data-max-num-to-show="4" class="show-more-less__list show-more-less__list--hide-after-4" data-impression-id="public_profile_relatedPosts_show-more-less"> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://uk.linkedin.com/in/robinmoffatt?trk=public_profile_relatedPosts_face-pile-cta" target="_self" 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relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> First blog post in a long time! I started writing a post ~2 years ago on adventures counting 130M U.S. buildings by zipcode and finally circled back to write it up properly. Everybody is a winner really, but DuckDB, Ibis, Apache Arrow, and GeoParquet were absolutely essential for getting the data into and out of all of the various engines. Give it a read and let me know what I missed! https://lnkd.in/evgVe3vD </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="61 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="61" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 61 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="2" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 2 Comments </div>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="First blog post in a long time! I started writing a post ~2 years ago on adventures counting 130M U.S. buildings by zipcode and finally circled back to write it up properly. Everybody is a winner really, but DuckDB, Ibis, Apache Arrow, and GeoParquet were absolutely essential for getting the data into and out of all of the various engines. Give it a read and let me know what I missed! https://lnkd.in/evgVe3vD" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQGsiaECvRkjSg/articleshare-shrink_800/articleshare-shrink_800/0/1733157985480?e=2147483647&v=beta&t=dLkif9xUcF_SMyZr5Y6ovd6qNktavfTpDnChGKEv4kI">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/masonsharp?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEK9aiEuH7X3g/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1725486199595?e=2147483647&v=beta&t=C6a7sY8VgdqR7fPBrl7td7sA03msiV7SGSh-X_2wX40" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Mason Sharp </p> </a> <a href="https://www.linkedin.com/posts/masonsharp_dont-believe-the-big-database-hype-stonebraker-activity-7216660898466209793-fm87?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Included in this article is the mention of vector databases. Unsurprisingly, Michael Stonebraker and Andy Pavlo feel there is not a need for vector-specific databases. They believe relational databases will adopt their features, which is already happening. Check out the details here: https://lnkd.in/gyq_4WjP </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="33 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="33" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 33 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </div>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="Included in this article is the mention of vector databases. Unsurprisingly, Michael Stonebraker and Andy Pavlo feel there is not a need for vector-specific databases. They believe relational databases will adopt their features, which is already happening. Check out the details here: https://lnkd.in/gyq_4WjP " aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQFD7Tib8_kZ9w/articleshare-shrink_800/articleshare-shrink_800/0/1739594661613?e=2147483647&v=beta&t=8QEeH_6tTAZPm9vDjSdCVVyBS9vhQjfZuoatu3q-AG4">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/kinlane?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEDIWUsh4OFjA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1731892239213?e=2147483647&v=beta&t=VPdyNFxKpt0TbF0AhfS3XZaxDI8q7fluxbKnEYfSHDw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Kin Lane </p> </a> <a href="https://www.linkedin.com/posts/kinlane_celebrating-the-mundanity-of-the-api-deprecation-activity-7251964254642171904-nZp_?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> These are the boring, yet impactful aspects of API operations I am here for--low-tech, economy impacting, real-world stuff like the API deprecation notice from the Department of Labor. </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="20 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="20" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 20 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="These are the boring, yet impactful aspects of API operations I am here for--low-tech, economy impacting, real-world stuff like the API deprecation notice from the Department of Labor." aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQFF9k60C31Fhg/articleshare-shrink_800/articleshare-shrink_800/0/1729002918409?e=2147483647&v=beta&t=VeHP-GsM0ZDzQJ3vBtkMFZEqS9-sBmfgVvwsAyu6ZY0">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/company/rootlyhq?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D560BAQGCxGnCI68T5A/company-logo_100_100/company-logo_100_100/0/1711825988273/rootlyhq_logo?e=2147483647&v=beta&t=0HSA5fm6zhrbzuIXc8fGf4iVglkiR-Y3B4wVZkxdSHs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Rootly </p> </a> <a href="https://www.linkedin.com/posts/rootlyhq_the-site-reliability-engineeringhow-google-activity-7211766713749524480-wVk3?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> The Site Reliability Engineering: How Google Runs Production System book is arguably one of the most prevalent and well-known SRE resources out there, but there are many other great options for folks looking to expand on their learning. We recently spoke to Google's Reliability Advocate, Steve McGhee, in our Humans of Reliability interview series. In addition to his interesting anecdotes on the early days of SRE at Google, and his journey to becoming a Reliability Advocate, he also shared a handful of his favorite SRE resources, which we compiled here into a list: https://lnkd.in/gpUVhyRa </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="16 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="16" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 16 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="The Site Reliability Engineering: How Google Runs Production System book is arguably one of the most prevalent and well-known SRE resources out there, but there are many other great options for folks looking to expand on their learning. We recently spoke to Google's Reliability Advocate, Steve McGhee, in our Humans of Reliability interview series. In addition to his interesting anecdotes on the early days of SRE at Google, and his journey to becoming a Reliability Advocate, he also shared a handful of his favorite SRE resources, which we compiled here into a list: https://lnkd.in/gpUVhyRa" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQFGCzPFu7cPTA/feedshare-shrink_800/feedshare-shrink_800/0/1719419171735?e=2147483647&v=beta&t=s_VGg3dzP_yKVKYhWNZ7eXW69eqF87n17Hml5bgzges">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/ericrobbins?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Eric Robbins </p> </a> <a href="https://www.linkedin.com/posts/ericrobbins_ann-vs-knn-understand-their-differences-activity-7239291237889908738-qNYq?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> this is a great primer on a bit of the core of vector search: kNN and aNN, and the tradeoff between speed and accuracy in returning relevant results </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="4 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="4" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 4 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="this is a great primer on a bit of the core of vector search: kNN and aNN, and the tradeoff between speed and accuracy in returning relevant results" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQFMNecKrwSfkw/articleshare-shrink_800/articleshare-shrink_800/0/1724078034301?e=2147483647&v=beta&t=4AMhjD9yLzjVp4p4Eg2fp23K7k3wTUJt4vFsynPylc4">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/kyle-kingsbury?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQGleGgc9bsc1Q/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1712938931244?e=2147483647&v=beta&t=K9Y1wUt9oFz9n7SjUuEX8D_p6BTBEgJd4JZWMuPhDyA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Kyle Kingsbury </p> </a> <a href="https://www.linkedin.com/posts/kyle-kingsbury_antithesis-buf-and-jepsen-are-running-a-activity-7267570380796575745-Kr5P?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Antithesis, Buf, and Jepsen are running a joint webinar on December 5th. We'll discuss a Kafka protocol safety issue, talk about the challenges of distributed systems testing, and show how Jepsen and Antithesis helped identify critical safety errors in Bufstream. Come watch Antithesis pause, rewind, and explore a running cluster in an interactive debugging shell! https://lnkd.in/eRBiQKAk </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="116 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="116" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 116 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="2" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 2 Comments </div>  </div> </div>  </div>  </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/claymcleod?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFz9bygsrtDEQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1690509552904?e=2147483647&v=beta&t=qtJnbtZGIzItAD75jjxcm5uQjRXG4n1OF2nyWFAMVko" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Clay McLeod </p> </a> <a href="https://www.linkedin.com/posts/claymcleod_github-stjude-rust-labscrankshaft-a-rust-based-activity-7242580456133529600-NyLk?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Hey folks! I'd like to more formally introduce and talk about a few of the projects we're working on towards improving large-scale bioinformatics analyses (one of which was developed during St. Jude's KIDS24 Biohackathon)! If you're not aware, my team started a project called St. Jude Rust Labs (https://lnkd.in/eXY_9dJ8) where we're rewriting a more foundation for bioinformatics analysis in Rust. This cuts across more than just workflow execution, but, recently, we've been primarily focused on improving the experience of working with the Workflow Definition Language (WDL) at scale. To that end, we've released a number of projects, including: - We've written a complete lexer/parser for WDL v1.2 language (https://lnkd.in/eGWHSM2g). Anyone can use this foundation to build tools for WDL. - We've written a VSCode plugin that includes a language server protocol (LSP) for linting and validation directly in your editor (https://lnkd.in/euApG9tF). - And, announcing today, we've started down the road of writing our own WDL execution engine spread across the Crankshaft (https://lnkd.in/et_RFkA3) and Sprocket (https://lnkd.in/eUTuPE68) projects. Crankshaft was prototyped during the St. Jude Biohackathon last week—it's a _headless_ workflow execution engine, meaning that, in theory, others could come along and write drivers for Crankshaft built on NextFlow, CWL, Snakemake, etc. As I said earlier, our team is really focused on WDL specifically, so we're going to continue building out a "head unit" for Crankshaft using WDL. That being said, I would love to see other community projects popping up and using the core machinery for other workflow languages. Thanks to all of the individuals who participated on our Biohackathon team (Kevin Benton, suchitra chavan, Braden Everson, Andrew Frantz, Michael Gattas, Peter Huene, and John McGuigan)! </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="76 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="76" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 76 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </div>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="Hey folks! I'd like to more formally introduce and talk about a few of the projects we're working on towards improving large-scale bioinformatics analyses (one of which was developed during St. Jude's KIDS24 Biohackathon)! If you're not aware, my team started a project called St. Jude Rust Labs (https://lnkd.in/eXY_9dJ8) where we're rewriting a more foundation for bioinformatics analysis in Rust. This cuts across more than just workflow execution, but, recently, we've been primarily focused on improving the experience of working with the Workflow Definition Language (WDL) at scale. To that end, we've released a number of projects, including: - We've written a complete lexer/parser for WDL v1.2 language (https://lnkd.in/eGWHSM2g). Anyone can use this foundation to build tools for WDL. - We've written a VSCode plugin that includes a language server protocol (LSP) for linting and validation directly in your editor (https://lnkd.in/euApG9tF). - And, announcing today, we've started down the road of writing our own WDL execution engine spread across the Crankshaft (https://lnkd.in/et_RFkA3) and Sprocket (https://lnkd.in/eUTuPE68) projects. Crankshaft was prototyped during the St. Jude Biohackathon last week—it's a _headless_ workflow execution engine, meaning that, in theory, others could come along and write drivers for Crankshaft built on NextFlow, CWL, Snakemake, etc. As I said earlier, our team is really focused on WDL specifically, so we're going to continue building out a "head unit" for Crankshaft using WDL. That being said, I would love to see other community projects popping up and using the core machinery for other workflow languages. Thanks to all of the individuals who participated on our Biohackathon team (Kevin Benton, suchitra chavan, Braden Everson, Andrew Frantz, Michael Gattas, Peter Huene, and John McGuigan)!" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQH6eU6tq7qssQ/articleshare-shrink_800/articleshare-shrink_800/0/1742491396652?e=2147483647&v=beta&t=j3V2MqHxLBMlPFb8-y_N3pqe6OsLqGeHlxHbtFv-ftw">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/richardartoul?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHXySTJy8NS7Q/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1583968023676?e=2147483647&v=beta&t=xcY_ygXVC-880PYxtZ6FCv0X4_lyUqbw2SAhar-O1SA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Richard Artoul </p> </a> <a href="https://www.linkedin.com/posts/richardartoul_zero-disks-is-better-for-kafka-activity-7201274853805432832-wSN7?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Follow up to our "Tiered Storage Won't Fix Kafka" blog post. This one explains all the benefits of WarpStream's Zero Disk Architecture beyond just reducing costs! https://lnkd.in/epjCSVMv </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="71 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="71" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 71 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </div>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="Follow up to our "Tiered Storage Won't Fix Kafka" blog post. This one explains all the benefits of WarpStream's Zero Disk Architecture beyond just reducing costs! https://lnkd.in/epjCSVMv" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQFcgP3z24D11Q/articleshare-shrink_800/articleshare-shrink_800/0/1725981023178?e=2147483647&v=beta&t=DzF0vGJpY_XqLFwPY6dqXDXi2IvpgSHLbmVbCjzaj9s">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/jjmilburn?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQFsrYzINofY0Q/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1573441296159?e=2147483647&v=beta&t=aqcf58ZY6z4UuKtlciJO_UVFaP9yVO44txMbg8zHrpU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Joshua Milburn </p> </a> <a href="https://www.linkedin.com/posts/jjmilburn_reader-activity-7190716580152979456-Peux?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Its about solving the problem, not 'having AI' in the system. This is from last March, but the Wave 1 vs. Wave 2 distinction does seem to be playing out. Less 'generate me content', more 'synthesize vast amounts of relevant data and aid in decisonmaking or signal extraction'. https://lnkd.in/ehFBFC32 They don't talk about multi-agent systems here, but looking forward to more startups with a focus on leveraging agentic design patterns (https://lnkd.in/ed5rMmFe) to streamline real world workflows. </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="4 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="4" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 4 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </div>  </div> </div>  </div>  </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/ashsteve?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQHY9jMS8vRIaA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1538635496086?e=2147483647&v=beta&t=r5MkulaP08M2GH8uS73wzNHtgHi8RHWMZg5d9jSOhvI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Steve Ash </p> </a> <a href="https://www.linkedin.com/posts/ashsteve_feature-browser-activity-7198947953665843202-NR39?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Anthropic released another paper on their ongoing work towards interpretability of large foundational models like their Claude 3 family, built on previous work by many. Their work continues to be enlightening and inspiring. The findings in this work are generally similar to previous findings on smaller models but scaled up to Claude 3 Sonnet: 💡 they find large numbers of "features" corresponding to combinations of neuron activations and these features map to concepts that we recognize/understand: for example, features for transit infrastructure, particular people, concepts (like bias and "objects lacking sentience"). This might sound familiar from classical machine learning, but the interesting thing is that there is no single thing/neuron encoding each of these concepts, it's a particular combination of neuron activations that embeds these concepts in "superposition" in the network. 💡they observe a sort of "distance" of these feature activations that arrange themselves "near" semantically similar features. When they use their sparse autoencoder approach to learn more and more features they observe that the level of abstraction in the detected features becomes more granular, in ways that are interpretable and meaningful. 💡when they artificially fire these activation patterns during inference, it affects the output in ways that relate to the "feature". For example, asking Claude "what's the most interesting science" normally it responds Physics, but if you clamp the feature activations for the feature "Brain Science" to 10x their max values then Claude responds: Neuroscience. Ways to interpret _and_ influence the model. Great readable work [1] along with an interactive explorer of some of the "features" themselves [2] 🎂 There's an easter egg too: if you scroll in the feature explorer tool and try and select one of the "Randomly selected features from 1M" you get a message "if you want to see the rest of the features, we're hiring!" with a link to their recruiting page :) [1] https://lnkd.in/gZbparwp [2] https://lnkd.in/gC9eus53 </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="19 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="19" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 19 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://es.linkedin.com/in/eloycoto?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQGPjXYMmD2fVA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516523326556?e=2147483647&v=beta&t=5Ez-qoQqvrRA9K9lZHOeL3al_Ly1qIVJmKbx1Y36YWk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Eloy Coto Pereiro </p> </a> <a href="https://www.linkedin.com/posts/eloycoto_custom-ai-agents-and-the-future-of-workflow-activity-7258152815624155139-wsOI?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> I've just wrote a blog post on how I can see the AI moving forward next year, and how the Agent landscape will look like in the near future. The future with AI is wild. 🚀 https://lnkd.in/daHUYiBf </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="17 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="17" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 17 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="I've just wrote a blog post on how I can see the AI moving forward next year, and how the Agent landscape will look like in the near future. The future with AI is wild. 🚀 https://lnkd.in/daHUYiBf" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4D27AQFTslmw2OL4OA/articleshare-shrink_800/articleshare-shrink_800/0/1730478408743?e=2147483647&v=beta&t=s2zHPHitTKojrGdgXdgRwtKaEITx-sv8jLTS-fCO6Ik">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/davidjacobus?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQGfGrduVe0fvQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1729975404481?e=2147483647&v=beta&t=hyoqvmmCw1J-pK4q1PqXW7ovAjQ9d_sopYWaCASWMRc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> David Jacobus </p> </a> <a href="https://www.linkedin.com/posts/davidjacobus_gina-acosta-data-and-ai-ginacostag-on-activity-7263885988194660352-0hCB?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Practical explanation of API’s the next time you are in a buzzword salad meeting… https://lnkd.in/e-HSTwC3 </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="3 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="3" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 3 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="Practical explanation of API’s the next time you are in a buzzword salad meeting… https://lnkd.in/e-HSTwC3" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D5627AQH_lOVxGvH7gw/articleshare-shrink_800/articleshare-shrink_800/0/1731781332271?e=2147483647&v=beta&t=PBf7A6d6AB-9TWJIDDOeAD6fnEiLAqrHdXlE776Ltrc">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card pb-1"> <a href="https://fr.linkedin.com/in/lioneltouati?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHJmMakrxUW_Q/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1602084483355?e=2147483647&v=beta&t=XfmK7gXb-XKIm1J2uRFryS8sYyJeybz_ZCeGV_-wOzA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Lionel Touati </p> </a> <a href="https://www.linkedin.com/posts/lioneltouati_teksystems-customer-success-story-with-farmers-activity-7265378205803409409-b4Yj?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> TEKsystems Global Services helped Farmers Edge build a scalable data architecture on #GoogleCloud, making it easier for them to organize and visualize the geospatial data from thousands of IoT devices. This new system not only is more efficient but also enables better decision-making for farmers worldwide. Discover how their partnership is driving innovation in digital agriculture: https://bit.ly/4eec364 #GoogleCloudPartner #DataManagement </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code>  </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="TEKsystems Global Services helped Farmers Edge build a scalable data architecture on #GoogleCloud, making it easier for them to organize and visualize the geospatial data from thousands of IoT devices. This new system not only is more efficient but also enables better decision-making for farmers worldwide. Discover how their partnership is driving innovation in digital agriculture: https://bit.ly/4eec364 #GoogleCloudPartner #DataManagement" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E10AQHGzgyQ22WEJA/image-shrink_1280/image-shrink_1280/0/1732201148172?e=2147483647&v=beta&t=P_0_0ggtUdH83NguVLsQw3IHUiurlDmEFysjWkReq4A">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://in.linkedin.com/in/skalekar?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5103AQGiikb0fj8BmQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1538120203584?e=2147483647&v=beta&t=k9MJyDD3fTfa526lYkUZWcVUNGd5hAFWGhm4FIprpw8" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Sandeep Kalekar </p> </a> <a href="https://www.linkedin.com/posts/skalekar_in-database-ml-why-its-time-to-stop-shifting-activity-7206648625441955840-nIG2?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> Looking to get started with in-database machine learning with MySQL HeatWave? This guide will help get you on the right path. https://lnkd.in/gPjuJU9g </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="1 Reaction" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="1" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 1 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="Looking to get started with in-database machine learning with MySQL HeatWave? This guide will help get you on the right path. https://lnkd.in/gPjuJU9g" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/v2/D5610AQGna5bTknlhpA/image-shrink_1280/image-shrink_1280/0/1718198925002?e=2147483647&v=beta&t=zJRuq1Kv_eKXIZMuWd-_CF2qJmrapjf4QQlZAtJI9vM">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/jnmichael?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFQPjY5ptdViQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1517564729227?e=2147483647&v=beta&t=rBsym5__hSh3dzMnJ87toi9-bRzhHggXr1kRekr6QZk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Jeffrey Michael </p> </a> <a href="https://www.linkedin.com/posts/jnmichael_2025-state-of-open-source-survey-activity-7262920137605894144-MBj4?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> There's still time to participate in our 2025 State of Open Source Report. For everyone I know working with OSS take a few minutes to tell us what your organization is using and why. Here's a link to the survey: https://lnkd.in/gS_h-xYh Thanks for participating and helping us put together a great report! </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="10 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="10" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 10 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </div>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="There's still time to participate in our 2025 State of Open Source Report. For everyone I know working with OSS take a few minutes to tell us what your organization is using and why. Here's a link to the survey: https://lnkd.in/gS_h-xYh Thanks for participating and helping us put together a great report!" aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D5627AQHFWGJRHskHow/articleshare-shrink_800/articleshare-shrink_800/0/1731614601449?e=2147483647&v=beta&t=v_aSKc7BzQHaxc-1f16iTmIMYZrwhrvdD7bl7g6z_i8">  </div> </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/tysontrautmann?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQG7B7mfDpsq1Q/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516528970811?e=2147483647&v=beta&t=2xOOb68mVdKGW5D0NcGA7w1bQgki6JPvrHsYopZNQzc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Tyson Trautmann </p> </a> <a href="https://www.linkedin.com/posts/tysontrautmann_fauna-schema-flexible-enforceable-and-activity-7186453189062193152-FDua?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> If you have built and operated an application or service that relies on an operational database in production, you will immediately understand the insane amount of value that these features deliver. </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="10 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="10" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 10 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </a> </div> </li> <li class="border-b-1 border-solid border-color-divider max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://www.linkedin.com/in/james-wilson-eng?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQHBnCKrPscDLA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1525100120251?e=2147483647&v=beta&t=PlimrnJsigbVoHrx8lNpmdggKtIDMMeTjHy9-6Xw0Fc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> James Wilson </p> </a> <a href="https://www.linkedin.com/posts/james-wilson-eng_langchain-on-linkedin-building-and-evaluating-activity-7283923985778593793-LnPl?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> The Langchain team has recently released a video and code demonstrating how to create your own research assistant. This system employs a multi-step decision process and allows for parallel execution, providing tangible and useful outcomes. While the approach remains quite semantic it can be an incredibly valuable resource for those looking to enhance their work efficiency. </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="9 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="9" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0e8rff6djeoq8iympcysuqfu" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 9 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div> <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[75px] w-[75px] base-aside-card__media--right"> <img alt="The Langchain team has recently released a video and code demonstrating how to create your own research assistant. This system employs a multi-step decision process and allows for parallel execution, providing tangible and useful outcomes. While the approach remains quite semantic it can be an incredibly valuable resource for those looking to enhance their work efficiency." aria-hidden="true" data-delayed-url="https://media.licdn.com/dms/image/v2/D5610AQE20-QyiclC_A/image-shrink_1280/image-shrink_1280/0/1736622806587?e=2147483647&v=beta&t=exnomKgUWd85FPO2ditFyF6sRMcz7v-g6UHwYk7eBrk">  </div> </a> </div> </li> <li class=" max-w-[360px] mb-1"> <div class="aside-activity-card "> <a href="https://il.linkedin.com/in/raanan-avidor?trk=public_profile_relatedPosts_face-pile-cta" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="face-pile flex !no-underline"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-4 h-4 face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQEkcZdysJfM-A/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1596955207279?e=2147483647&v=beta&t=e1b3hFKYmbyaR9NPqxyq3bUncVa7XLd-3PPYrvUyMrM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div> <p class="face-pile__text self-center font-sans text-sm link-styled hover:underline"> Raanan Avidor </p> </a> <a href="https://www.linkedin.com/posts/raanan-avidor_the-difference-between-a-decision-and-a-data-driven-activity-7281437086270840832-2UR5?trk=public_profile_relatedPosts" target="_self" data-tracking-control-name="public_profile_relatedPosts" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link mt-0 mb-0.5">   <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative">  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words overflow-anywhere line-clamp-2"> The difference between a decision and a data-driven decision is like the difference between a shot in the dark and a carefully aimed arrow. Which decision do you want to make? </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs aside-activity-card__social-actions -mt-0.5"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="2 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="2" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 2 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </a> </div> </li> </ul> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="public_profile_relatedPosts_show_more"> Show more posts <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="public_profile_relatedPosts_show_more"> Show fewer posts <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> </div> </div> </section> <section class="aside-section-container mb-4">   <div class="aside-section-container__content break-words"> <section class="content-hub-cta container-lined p-2 max-w-[300px] font-sans text-color-text !max-w-none" data-nosnippet="true"> <div class="flex flex-row"> <img class="content-hub-cta__img block mr-1.5 w-6 h-6" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c8ms9smqq4fefx1fgb22l0eus" alt> <h2 class="content-hub-cta__title text-lg font-bold m-0"> Explore collaborative articles </h2> </div> <p class="content-hub-cta__body text-sm font-light leading-open my-1"> We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. </p> <a href="https://www.linkedin.com/pulse/topics/home/" class="content-hub-cta__btn btn-md btn-secondary-emphasis text-md font-bold mt-1 block box-border" data-tracking-control-name="public_profile_content-hub-cta" data-tracking-will-navigate> Explore More </a> </section> </div> </section> <section class="aside-section-container mb-4 samename" data-nosnippet="true"> <h2 class="aside-section-container__title section-title"> Others named <strong>David Smiley</strong> in <strong>United States</strong> </h2>  <div class="aside-section-container__content break-words"> <ul class="show-more-less__list show-more-less__list--no-hidden-elems aside-profiles-list" data-impression-id="public_profile_samename_show-more-less"> <li>  <a href="https://www.linkedin.com/in/david-smiley-a136a54?trk=public_profile_samename-profile" target="_self" data-impression-id="public_profile_samename-0" data-tracking-control-name="public_profile_samename-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_samename-0"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> David Smiley  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words line-clamp-2"> Principal Specialist Solutions Engineer at AHEAD </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Sandy Hook, CT </div>  </div>  </a> </li> <li>  <a href="https://www.linkedin.com/in/dasmiley?trk=public_profile_samename-profile" target="_self" data-impression-id="public_profile_samename-1" data-tracking-control-name="public_profile_samename-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_samename-1"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> David Smiley  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Houston, TX </div>  </div>  </a> </li> <li>  <a href="https://www.linkedin.com/in/david-smiley-2a987333?trk=public_profile_samename-profile" target="_self" data-impression-id="public_profile_samename-2" data-tracking-control-name="public_profile_samename-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHlOLbqf34lAQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1619623765142?e=2147483647&v=beta&t=T3ODu7f0PIRGrko4cN35yZ7LCL9k8HOsNOonzV_Q0S0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_samename-2"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> David Smiley  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Newport, RI </div>  </div>  </a> </li> <li>  <a href="https://www.linkedin.com/in/david-smiley-9094822?trk=public_profile_samename-profile" target="_self" data-impression-id="public_profile_samename-3" data-tracking-control-name="public_profile_samename-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_samename-3"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> David Smiley  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Greater Phoenix Area </div>  </div>  </a> </li> <li>  <a href="https://www.linkedin.com/in/david-smiley-7b0a7634?trk=public_profile_samename-profile" target="_self" data-impression-id="public_profile_samename-4" data-tracking-control-name="public_profile_samename-profile" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <div class="bg-clip-content bg-contain border-2 border-color-container-neutral-border border-solid box-border h-[56px] rounded-[49.9%] shrink-0 w-[56px] " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQH6c99DiOOevw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516573235208?e=2147483647&v=beta&t=emJavpv2aa8h9oxror5u5hNVxEhocS_g8QelIbN0mmU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-impression-id="public_profile_samename-4"></div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> David Smiley  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words line-clamp-2"> VP of Operations for SecurityPro Group </p>   <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> Simi Valley, CA </div>  </div>  </a> </li> </ul> <p class="font-sans text-base leading-open my-2 mx-0 text-color-text-low-emphasis" id="samename__others-named"> 166 others named David Smiley in United States are on LinkedIn </p> <a class="samename__see-all btn-md btn-secondary-emphasis inline-block babybear:w-full" aria-describedby="samename__others-named" 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name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden"> <input name="trk" value="public_profile_google-one-tap-submit" type="hidden"> <div class="google-one-tap__module hidden fixed flex flex-col items-center top-[20px] right-[20px] z-[9999]"> <div class="google-auth__tnc-container hidden relative top-2 bg-color-background-container-tint pl-2 pr-1 pt-2 pb-3 w-[375px] rounded-md shadow-2xl"> <p class="text-md font-bold text-color-text"> Agree & Join LinkedIn </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 !text-sm !text-color-text" data-impression-id="public_profile_one-tap-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a 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data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29rdkxlvag0d3cpj96fiilbju" data-module-id="google-gsi-lib"></script> <code id="isLinkedInAppWebView" style="display: none"></code> <code id="shouldRemoveUndefinedValues" style="display: none"></code> <code id="isItpSupportEnabled" style="display: none"></code> <code id="tncFlow" style="display: none"></code> <code id="isGoogleAuthButtonLocaleSupportEnabled" style="display: none"></code> <code id="gsiLocale" style="display: none"></code> <div class="contextual-sign-in-modal base-contextual-sign-in-modal" data-impression-id="public_profile_contextual-sign-in-modal" data-cool-off-enabled data-show-on-page-load>  <div class>  <div id="base-contextual-sign-in-modal" class="modal modal--contextual-sign-in" data-outlet="base-contextual-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="base-contextual-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative rounded-[50%] w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFxEK3zcQRRAg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516340317818?e=2147483647&v=beta&t=buu96S-K18fcMgQyaUqaoMa6AuHxOjo4AtYPpuIaIo0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="base-contextual-sign-in-modal-modal-header"> View David’s full profile </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder mx-auto " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_profile_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="base-sign-in-modal">  Sign in </button> <div class>  <div id="base-sign-in-modal" class="modal modal--sign-in" data-outlet="base-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="base-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="248ca6f0-857b-41cb-8277-99a90eef506c" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="base-sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="base-sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/in/davidwsmiley" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_profile_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_profile_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_profile_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder mx-auto google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google" data-safe-to-skip-tnc-redirect></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_profile_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=davidwsmiley&trk=public_profile_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="public_profile_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> LinkedIn is better on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell" data-tracking-client-ingraph data-tracking-control-name="public_profile_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="public_profile_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> </div> <code id="disableOneTapOnInitIfCsm" style="display: none"></code>  <code id="enableFingerprintingJS" style="display: none"></code> <code id="fingerprintingUrlPath" style="display: none"></code> <code id="fingerprintingWaitTime" style="display: none"></code> <script src="https://static.licdn.com/aero-v1/sc/h/5c81icanok4a9if4xo1qkuq7c" async></script>  <script src="https://static.licdn.com/aero-v1/sc/h/b42mogpzwnwuzsp3ikwd8bza0" async defer></script>   </body> </html>

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David Smiley - Salesforce | LinkedIn