CINXE.COM

<!DOCTYPE html> <html class="no-js" lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="apple-mobile-web-app-capable" content="yes"> <meta name="mobile-web-app-capable" content="yes"> <link rel="preload" href="/wp-content/themes/wse/fonts/Gentona-Medium.woff" as="font" type="font/woff" crossorigin="anonymous"> <link rel="preload" href="/wp-content/themes/wse/fonts/Gentona-Bold.woff" as="font" type="font/woff" crossorigin="anonymous"> <link rel="preload" href="/wp-content/themes/wse/fonts/Quadon-Bold.woff" as="font" type="font/woff" crossorigin="anonymous"> <link rel="preload" href="/wp-content/themes/wse/fonts/Gentona-Light.woff" as="font" type="font/woff" crossorigin="anonymous"> <link rel="apple-touch-icon" sizes="180x180" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/apple-touch-icon.png"> <link rel="icon" type="image/png" sizes="32x32" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/favicon-32x32.png"> <link rel="icon" type="image/png" sizes="16x16" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/favicon-16x16.png"> <link rel="manifest" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/site.webmanifest"> <link rel="mask-icon" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/safari-pinned-tab.svg" color="004c97"> <link rel="shortcut icon" href="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/favicon.ico"> <meta name="msapplication-TileColor" content="004c97"> <meta name="msapplication-TileImage" content="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/mstile-144x144.png"> <meta name="msapplication-config" content="https://www.cs.jhu.edu/wp-content/themes/wse/favicons/browserconfig.xml"> <meta name="theme-color" content="004c97"> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style> <title>External Advisory Board - Department of Computer Science</title> <link rel="canonical" href="https://www.cs.jhu.edu/people/cs-external-advisory-board/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="External Advisory Board" /> <meta property="og:description" content="Nick Culbertson is the CEO of Protenus, a Baltimore-based artificial intelligence company that specializes in health care compliance analytics. Prior to co-founding Protenus, Culbertson was a fellow at the Institute…" /> <meta property="og:url" content="https://www.cs.jhu.edu/people/cs-external-advisory-board/" /> <meta property="og:site_name" content="Department of Computer Science" /> <meta property="article:modified_time" content="2024-11-21T14:56:51+00:00" /> <meta property="og:image" content="https://www.cs.jhu.edu/wp-content/uploads/2021/07/Seal_JHU5262.jpg" /> <meta property="og:image:width" content="2000" /> <meta property="og:image:height" content="1333" /> <meta property="og:image:type" content="image/jpeg" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="External Advisory Board" /> <meta name="twitter:image" content="https://www.cs.jhu.edu/wp-content/uploads/2021/07/Seal_JHU5262.jpg" /> <meta name="twitter:label1" content="Est. reading time" /> <meta name="twitter:data1" content="8 minutes" /> <script type="text/javascript"> /* <![CDATA[ */ window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/www.cs.jhu.edu\/wp-includes\/js\/wp-emoji-release.min.js?ver=bb55d6eed1acb6f10094620d2476e159"}}; /*! This file is auto-generated */ !function(i,n){var o,s,e;function c(e){try{var t={supportTests:e,timestamp:(new Date).valueOf()};sessionStorage.setItem(o,JSON.stringify(t))}catch(e){}}function p(e,t,n){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);var t=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data),r=(e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(n,0,0),new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data));return t.every(function(e,t){return e===r[t]})}function u(e,t,n){switch(t){case"flag":return n(e,"\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!n(e,"\ud83c\uddfa\ud83c\uddf3","\ud83c\uddfa\u200b\ud83c\uddf3")&&!n(e,"\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!n(e,"\ud83d\udc26\u200d\u2b1b","\ud83d\udc26\u200b\u2b1b")}return!1}function f(e,t,n){var r="undefined"!=typeof WorkerGlobalScope&&self instanceof WorkerGlobalScope?new OffscreenCanvas(300,150):i.createElement("canvas"),a=r.getContext("2d",{willReadFrequently:!0}),o=(a.textBaseline="top",a.font="600 32px Arial",{});return e.forEach(function(e){o[e]=t(a,e,n)}),o}function t(e){var t=i.createElement("script");t.src=e,t.defer=!0,i.head.appendChild(t)}"undefined"!=typeof Promise&&(o="wpEmojiSettingsSupports",s=["flag","emoji"],n.supports={everything:!0,everythingExceptFlag:!0},e=new Promise(function(e){i.addEventListener("DOMContentLoaded",e,{once:!0})}),new Promise(function(t){var n=function(){try{var e=JSON.parse(sessionStorage.getItem(o));if("object"==typeof e&&"number"==typeof e.timestamp&&(new Date).valueOf()<e.timestamp+604800&&"object"==typeof e.supportTests)return e.supportTests}catch(e){}return null}();if(!n){if("undefined"!=typeof Worker&&"undefined"!=typeof OffscreenCanvas&&"undefined"!=typeof URL&&URL.createObjectURL&&"undefined"!=typeof Blob)try{var e="postMessage("+f.toString()+"("+[JSON.stringify(s),u.toString(),p.toString()].join(",")+"));",r=new Blob([e],{type:"text/javascript"}),a=new Worker(URL.createObjectURL(r),{name:"wpTestEmojiSupports"});return void(a.onmessage=function(e){c(n=e.data),a.terminate(),t(n)})}catch(e){}c(n=f(s,u,p))}t(n)}).then(function(e){for(var t in e)n.supports[t]=e[t],n.supports.everything=n.supports.everything&&n.supports[t],"flag"!==t&&(n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&n.supports[t]);n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&!n.supports.flag,n.DOMReady=!1,n.readyCallback=function(){n.DOMReady=!0}}).then(function(){return e}).then(function(){var e;n.supports.everything||(n.readyCallback(),(e=n.source||{}).concatemoji?t(e.concatemoji):e.wpemoji&&e.twemoji&&(t(e.twemoji),t(e.wpemoji)))}))}((window,document),window._wpemojiSettings); /* ]]> */ </script> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://www.cs.jhu.edu/wp-includes/css/dist/block-library/style.min.css?ver=bb55d6eed1acb6f10094620d2476e159' type='text/css' media='all' /> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='site-css' href='https://www.cs.jhu.edu/wp-content/themes/wse/css/site.css?ver=bb55d6eed1acb6f10094620d2476e159' type='text/css' media='all' /> <style id='rocket-lazyload-inline-css' type='text/css'> .rll-youtube-player{position:relative;padding-bottom:56.23%;height:0;overflow:hidden;max-width:100%;}.rll-youtube-player:focus-within{outline: 2px solid currentColor;outline-offset: 5px;}.rll-youtube-player iframe{position:absolute;top:0;left:0;width:100%;height:100%;z-index:100;background:0 0}.rll-youtube-player img{bottom:0;display:block;left:0;margin:auto;max-width:100%;width:100%;position:absolute;right:0;top:0;border:none;height:auto;-webkit-transition:.4s all;-moz-transition:.4s all;transition:.4s all}.rll-youtube-player img:hover{-webkit-filter:brightness(75%)}.rll-youtube-player .play{height:100%;width:100%;left:0;top:0;position:absolute;background:url(https://www.cs.jhu.edu/wp-content/plugins/rocket-lazy-load/assets/img/youtube.png) no-repeat center;background-color: transparent !important;cursor:pointer;border:none;}.wp-embed-responsive .wp-has-aspect-ratio .rll-youtube-player{position:absolute;padding-bottom:0;width:100%;height:100%;top:0;bottom:0;left:0;right:0} </style> <script type="text/javascript" src="https://www.cs.jhu.edu/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://www.cs.jhu.edu/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <link rel="https://api.w.org/" href="https://www.cs.jhu.edu/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.cs.jhu.edu/wp-json/wp/v2/pages/1964296" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.cs.jhu.edu/xmlrpc.php?rsd" /> <link rel='shortlink' href='https://www.cs.jhu.edu/?p=1964296' /> <link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://www.cs.jhu.edu/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.cs.jhu.edu%2Fpeople%2Fcs-external-advisory-board%2F" /> <link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://www.cs.jhu.edu/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.cs.jhu.edu%2Fpeople%2Fcs-external-advisory-board%2F&format=xml" />   <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-52M38THK');</script>    <script> !function(f,b,e,v,n,t,s) {if(f.fbq)return;n=f.fbq=function(){n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)}; if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0'; n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0]; s.parentNode.insertBefore(t,s)}(window, document,'script', 'https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '255832078289375'); fbq('track', 'PageView'); </script> <noscript><img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=255832078289375&ev=PageView&noscript=1" /></noscript>      <script async src="https://www.googletagmanager.com/gtag/js?id=G-E07ZYQZ0YG"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-E07ZYQZ0YG'); </script>   <script type="text/javascript"> /* Default comment here */ /*<![CDATA[*/ (function() { var sz = document.createElement('script'); sz.type = 'text/javascript'; sz.async = true; sz.src = '//siteimproveanalytics.com/js/siteanalyze_16739.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(sz, s); })(); /*]]>*/ </script>  <meta name="tec-api-version" content="v1"><meta name="tec-api-origin" content="https://www.cs.jhu.edu"><link rel="alternate" href="https://www.cs.jhu.edu/wp-json/tribe/events/v1/" /><noscript><style id="rocket-lazyload-nojs-css">.rll-youtube-player, [data-lazy-src]{display:none !important;}</style></noscript> </head> <body class="preload fs-grid page_layout_default page_theme_default page_theme_department page_theme_sunlight page_theme_departments" itemscope itemtype="http://schema.org/WebPage"> <div class="js-alert-wrapper"> <div class="js-alert-wrapper"> <script> // var AlertURL = "https://www.cs.jhu.edu/wp-admin/admin-ajax.php?action=get_alert"; var AlertURL = "https://www.cs.jhu.edu/alerts/currentalert/"; </script> </div> </div>  <div class="page_wrapper">  <header class="header" id="header"> <a class="skip_link skip_main" id="skip_link" href="#skip_content">Skip to main content</a> <a class="js-swap js-skip-alert skip_link skip_alert" id="alert_link" href="#alert" data-swap-target=".js-alert" data-swap-linked="alert">Skip to site alert</a> <div class="js-header-set header_set"> <div class="header_ribbon"> <div class="fs-row"> <div class="fs-cell"> <div class="header_ribbon_inner"> <nav class="js-nav js-secondary-nav js-secondary-nav-lg nav secondary_nav secondary_nav_lg" aria-label="Secondary" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header secondary_nav_header"> <h2 class="nav_title secondary_nav_title">Secondary Navigation</h2> </div> <ul class="js-nav-list js-secondary-nav-list nav_list secondary_nav_list" aria-label="Secondary Navigation"> <li class="js-nav-item js-secondary-nav-item js-secondary-nav-item-1 nav_item secondary_nav_item"> <div class="nav_item_inner secondary_nav_item_inner"> <a class="js-nav-link js-secondary-nav-link nav_link secondary_nav_link" href="https://www.cs.jhu.edu/it-support/" itemprop="url"><span class="nav_link_label secondary_nav_link_label" itemprop="name">CS IT Support</span></a> </div> </li> </ul> </nav> </div> </div> </div> </div> <div class="header_controls"> <div class="fs-row"> <div class="fs-cell"> <div class="header_controls_inner"> <ul class="header_controls_list" aria-label="Site Controls"> <li class="header_controls_item"><a class="menu_toggle js-menu-toggle js-swap" href="#menu" data-swap-target=".menu" data-swap-linked="menu"> <span class="menu_toggle_inner_default menu_toggle_inner"> <span class="menu_toggle_label_default menu_toggle_label">Menu</span> <span class="menu_toggle_icon_default menu_toggle_icon" aria-hidden="true"><span class="menu_toggle_icon_spacer"></span><span class="menu_toggle_icon_inner_default menu_toggle_icon_inner"> <svg class="icon icon_menu"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#menu"></use></svg> </span></span> </span> <span class="menu_toggle_inner_active menu_toggle_inner"> <span class="menu_toggle_label_active menu_toggle_label">Close</span> <span class="menu_toggle_icon_active menu_toggle_icon" aria-hidden="true"><span class="menu_toggle_icon_spacer"></span><span class="menu_toggle_icon_inner_active menu_toggle_icon_inner"> <svg class="icon icon_close"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#close"></use></svg> </span></span> </span> </a> </li> <li class="header_controls_item"><a class="search_link" href="https://www.cs.jhu.edu/search/"> <span class="search_link_inner"><span class="search_link_label">Search</span><span class="search_link_icon" aria-hidden="true"><span class="search_link_icon_spacer"></span><span class="search_link_icon_inner"> <svg class="icon icon_search"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#search"></use></svg> </span></span></span> </a> </li> <li class="header_controls_item"> <div class="js-audience-group audience_group audience_group_sm"> <button class="audience_toggle js-audience-toggle js-swap" data-swap-target=".js-audience-group" data-swap-linked="audience"> <span class="audience_toggle_inner_default audience_toggle_inner"> <span class="audience_toggle_label_default audience_toggle_label">Info For</span> <span class="audience_toggle_icon_default audience_toggle_icon" aria-hidden="true"><span class="audience_toggle_icon_spacer"></span><span class="audience_toggle_icon_inner_default audience_toggle_icon_inner"> <svg class="icon icon_user"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#user"></use></svg> </span></span> </span> <span class="audience_toggle_inner_active audience_toggle_inner"> <span class="audience_toggle_label_active audience_toggle_label">Close</span> <span class="audience_toggle_icon_active audience_toggle_icon" aria-hidden="true"><span class="audience_toggle_icon_spacer"></span><span class="audience_toggle_icon_inner_active audience_toggle_icon_inner"> <svg class="icon icon_close"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#close"></use></svg> </span></span> </span> </button> <nav class="js-nav js-audience-nav js-audience-nav-lg nav audience_nav audience_nav_lg" aria-label="Info For" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header audience_nav_header"> <h2 class="nav_title audience_nav_title">Info For Navigation</h2> </div> <ul class="js-nav-list js-audience-nav-list nav_list audience_nav_list" aria-label="Info For Navigation"> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-1 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/it-support/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">CS IT Support</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-2 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/academic-programs/undergraduate-studies/undergraduate-academics/current-undergraduate-students/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Resources for Undergrads</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-3 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/academic-programs/graduate-studies/current-graduate-students/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Resources for Graduate Students</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-4 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://imagine.jhu.edu/hire-at-hopkins/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Employers</span><span class="nav_link_indicator audience_nav_link_indicator" aria-hidden="true"><span class="audience_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav> </div> </li> </ul> </div> </div> </div> </div> <div class="header_primary"> <div class="header_primary_inner"> <div class="header_logo_group"> <div class="fs-row"> <div class="fs-cell"> <div class="header_logo_group_inner"> <div class="header_logo_group_wrappper"> <div class="logo logo_header logo_icon"> <a class="logo_link" href="https://www.cs.jhu.edu"> <span class="logo_link_label">Department of Computer Science</span> <span class="logo_link_icon"> <svg class="icon icon_logo_whiting"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#logo_whiting"></use></svg> </span> </a> </div> <span class="logo_department_title"> <a href="https://www.cs.jhu.edu"> Department of Computer Science </a> </span> </div> <nav class="js-nav js-utility-nav js-utility-nav-lg nav utility_nav utility_nav_lg" aria-label="Utility" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header utility_nav_header"> <h2 class="nav_title utility_nav_title">Utility Navigation</h2> </div> <ul class="js-nav-list js-utility-nav-list nav_list utility_nav_list" aria-label="Utility Navigation"> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-1 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://engineering.jhu.edu/request-information/" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Request Info</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-2 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://engineering.jhu.edu/admissions/" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Apply</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-3 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://makeagift.jhu.edu/form/eng" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Give</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav> </div> </div> </div> </div> <div class="js-header-nav-group header_nav_group"> <div class="js-header-nav-group-inner header_nav_group_inner"> <div class="fs-row"> <div class="fs-cell"> <div class="header_nav_group_container"> <nav class="js-nav js-main-nav js-main-nav-lg nav main_nav main_nav_lg" aria-label="Site" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header main_nav_header"> <h2 class="nav_title main_nav_title">Site Navigation</h2> </div> <ul class="js-nav-list js-main-nav-list nav_list main_nav_list" aria-label="Site Navigation"> <li class="js-nav-item js-main-nav-item js-main-nav-item-1 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/about/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">About</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-1" data-swap-group="main_nav_lg" aria-label="About" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="About"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/message-from-dept-head/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Message from the Department Head</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/diversity-and-inclusion/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Diversity and Inclusion</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/employment-opportunities/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Employment Opportunities</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-2 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/academic-programs/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Academic Programs</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-2" data-swap-group="main_nav_lg" aria-label="Academic Programs" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Academic Programs"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/program-enrollment-and-outcomes/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Accreditation & Enrollment</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/undergraduate-studies/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Undergraduate Studies</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/graduate-studies/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Graduate Studies</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/combined-bachelors-masters/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Combined Bachelor’s/Master’s</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/academic-integrity-code/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Academic Integrity Code</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-3 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/research/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Research</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-3" data-swap-group="main_nav_lg" aria-label="Research" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Research"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/theory-programming-languages/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Theory & Programming Languages</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/systems/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Systems & Networking</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/computational-biology-medicine/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Computational Biology & Medicine</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/information-security/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Information Security</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/language-speech-processing/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Natural Language Processing</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/machine-learning-ai-and-data-science/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Machine Learning, AI, & Data Science</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/robotics-vision-graphics/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Robotics, Vision, & Graphics</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/human-computer-interaction/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Human-Computer Interaction</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/computer-assisted-medicine/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Computer-Assisted Medicine</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-4 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/people/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">People</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-4" data-swap-group="main_nav_lg" aria-label="People" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="People"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/faculty/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Faculty</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/cs-affiliates/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Joint, Affiliate, & Research Faculty</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/administrative-staff/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Staff</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/phd-students/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">PhD Students</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/cs-external-advisory-board/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">External Advisory Board</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/faculty-awards-honors/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Faculty Awards & Honors</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-5 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/news/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">News</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-5" data-swap-group="main_nav_lg" aria-label="News" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="News"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/cs-newsletter/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">CS Newsletter</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-6 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/events/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Events</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-6" data-swap-group="main_nav_lg" aria-label="Events" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Events"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/department-seminars/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Department Seminars</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://lists.cs.jhu.edu/mailman/listinfo/sem" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Join our Seminar Listserv</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/distinguished-lecture-series/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">CS Distinguished Lecture Series</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-7 nav_item main_nav_item"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/alumni-and-giving/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Alumni & Giving</span></a> </div> </li> </ul> </nav> <div class="header_controls_group"> <div class="search_link_wrapper"> <a class="search_link" href="https://www.cs.jhu.edu/search/"> <span class="search_link_inner"><span class="search_link_label">Search</span><span class="search_link_icon" aria-hidden="true"><span class="search_link_icon_spacer"></span><span class="search_link_icon_inner"> <svg class="icon icon_search"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#search"></use></svg> </span></span></span> </a> </div> <div class="js-audience-group audience_group audience_group_lg"> <button class="audience_toggle js-audience-toggle js-swap" data-swap-target=".js-audience-group" data-swap-linked="audience"> <span class="audience_toggle_inner_default audience_toggle_inner"> <span class="audience_toggle_label_default audience_toggle_label">Info For</span> <span class="audience_toggle_icon_default audience_toggle_icon" aria-hidden="true"><span class="audience_toggle_icon_spacer"></span><span class="audience_toggle_icon_inner_default audience_toggle_icon_inner"> <svg class="icon icon_user"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#user"></use></svg> </span></span> </span> <span class="audience_toggle_inner_active audience_toggle_inner"> <span class="audience_toggle_label_active audience_toggle_label">Close</span> <span class="audience_toggle_icon_active audience_toggle_icon" aria-hidden="true"><span class="audience_toggle_icon_spacer"></span><span class="audience_toggle_icon_inner_active audience_toggle_icon_inner"> <svg class="icon icon_close"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#close"></use></svg> </span></span> </span> </button> <nav class="js-nav js-audience-nav js-audience-nav-lg nav audience_nav audience_nav_lg" aria-label="Info For" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header audience_nav_header"> <h2 class="nav_title audience_nav_title">Info For Navigation</h2> </div> <ul class="js-nav-list js-audience-nav-list nav_list audience_nav_list" aria-label="Info For Navigation"> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-1 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/it-support/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">CS IT Support</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-2 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/academic-programs/undergraduate-studies/undergraduate-academics/current-undergraduate-students/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Resources for Undergrads</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-3 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://www.cs.jhu.edu/academic-programs/graduate-studies/current-graduate-students/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Resources for Graduate Students</span></a> </div> </li> <li class="js-nav-item js-audience-nav-item js-audience-nav-item-4 nav_item audience_nav_item"> <div class="nav_item_inner audience_nav_item_inner"> <a class="js-nav-link js-audience-nav-link nav_link audience_nav_link" href="https://imagine.jhu.edu/hire-at-hopkins/" itemprop="url"><span class="nav_link_label audience_nav_link_label" itemprop="name">Employers</span><span class="nav_link_indicator audience_nav_link_indicator" aria-hidden="true"><span class="audience_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav> </div> </div> </div> </div> </div> </div> <span class="js-header-nav-group-spacer header_nav_group_spacer"></span> </div> </div> </div> </div> <div class="page_header"> <div class="page_header_inner"> <div class="breadcrumb"> <div class="fs-row"> <div class="fs-cell fs-lg-11 fs-lg-justify-end"> <div class="breadcrumb_inner"> <nav class="breadcrumb_nav{" aria-label="Breadcrumb"> <div class="breadcrumb_nav_header"> <h2 class="breadcrumb_nav_title">You are here:</h2> </div> <ol class="breadcrumb_list" itemscope itemprop="breadcrumb" itemtype="http://schema.org/BreadcrumbList" aria-label="Breadcrumb"> <li class="breadcrumb_item breadcrumb_item_home" itemscope itemprop="itemListElement" itemtype="http://schema.org/ListItem"> <a class="breadcrumb_pill breadcrumb_pill_link" href="https://www.cs.jhu.edu" itemprop="item"> <span class="breadcrumb_pill_inner"> <span class="breadcrumb_pill_icon_home" aria-hidden="true"> <svg class="icon icon_home"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#home"></use></svg> </span> <span class="breadcrumb_pill_label" itemprop="name">Home</span> <span class="breadcrumb_pill_icon" aria-hidden="true"> <svg class="icon icon_angle_right"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#angle_right"></use></svg> </span> </span> </a> <meta itemprop="position" content="1"> </li> <li class="breadcrumb_item" itemscope itemprop="itemListElement" itemtype="http://schema.org/ListItem"> <a class="breadcrumb_pill breadcrumb_pill_link" href="https://www.cs.jhu.edu/people/" itemprop="item"> <span class="breadcrumb_pill_inner"> <span class="breadcrumb_pill_label" itemprop="name">People</span> <span class="breadcrumb_pill_icon" aria-hidden="true"> <svg class="icon icon_angle_right"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#angle_right"></use></svg> </span> </span> </a> <meta itemprop="position" content="2"> </li> <li class="breadcrumb_item"> <span class="breadcrumb_pill"> <span class="breadcrumb_pill_inner"> <span class="breadcrumb_pill_label">External Advisory Board</span> <span class="breadcrumb_pill_icon" aria-hidden="true"> <svg class="icon icon_angle_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#angle_down"></use></svg> </span> </span> </span> </li> </ol> </nav> </div> </div> </div> </div> <div class="page_intro"> <div class="fs-row"> <div class="fs-cell fs-lg-10 fs-xl-8 fs-lg-push-1"> <div class="page_intro_inner"> <h1 class="page_title" itemprop="name"> CS External Advisory Board </h1> </div> </div> </div> </div> </div> </div> <div class="js-header-particles header_particles"> <canvas class="js-header-particles-canvas header_particles_canvas"></canvas> <div class="header_particles_controls"> <button class="js-header-particles-play header_particles_control header_particles_play" aria-pressed="true"> <span class="header_particles_control_inner"> <span class="header_particles_control_label">Play background animation</span> <span class="header_particles_control_icon"> <svg class="icon icon_video_play"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#video_play"></use></svg> </span> </span> </button> <button class="js-header-particles-pause header_particles_control header_particles_pause active" aria-pressed="false"> <span class="header_particles_control_inner"> <span class="header_particles_control_label">Pause background animation</span> <span class="header_particles_control_icon"> <svg class="icon icon_video_pause"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#video_pause"></use></svg> </span> </span> </button> </div> </div> </header> <main class="page "> <div class="page_content" id="skip_content" tabindex="-1"> <div class="fs-row"> <div class="fs-cell fs-lg-10 fs-xl-8 fs-lg-push-1"> <div class="typography" itemprop="mainContentOfPage"> <p><img decoding="async" class="alignleft wp-image-1965221 size-thumbnail" src="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Nick-Culberstone-REVISED-e1634484540216-150x150.jpeg" alt="" width="150" height="150" /></p> <p><strong>Nick Culbertson<span> </span></strong><span>is the CEO of Protenus, a Baltimore-based artificial intelligence company that specializes in health care compliance analytics. Prior to co-founding Protenus, Culbertson was a fellow at the Institute for Critical Infrastructure Technology and a medical student at the Johns Hopkins University. Culbertson served eight years as a U.S. Army Special Operations “Green Beret,” specializing in human intelligence network development and analysis. He is an active member of Baltimore’s non-profit community as an Albert Schweitzer Fellow and a board member of The 6th Branch, a veteran-led community revitalization organization. Culbertson received his bachelor’s degree from the Johns Hopkins University. </span></p> <hr /> <p><img decoding="async" class="alignleft wp-image-1965256 size-thumbnail" src="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-150x150.jpeg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-300x300.jpeg 300w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-100x100.jpeg 100w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-500x500.jpeg 500w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814-740x740.jpeg 740w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Davidson-e1634484800814.jpeg 746w" sizes="(max-width: 150px) 100vw, 150px" /></p> <p><strong>Susan B. Davidson</strong><span> is the Weiss Professor of Computer and Information Science at the University of Pennsylvania, where she has been since 1982. Her research interests include database and web-based systems, scientific data management, provenance, crowdsourcing, and data citation. Davidson received a bachelor’s in mathematics from Cornell University in 1978 and a master’s and PhD in electrical engineering and computer science from Princeton University in 1980 and 1982, respectively.</span></p> <hr /> <p style="text-align: left;"><strong><img decoding="async" class="wp-image-1967480 size-thumbnail alignleft" src="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-150x150.jpeg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-100x100.jpeg 100w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-300x300.jpeg 300w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-500x500.jpeg 500w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-740x740.jpeg 740w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Melanie-Dorn-980x980.jpeg 980w" sizes="(max-width: 150px) 100vw, 150px" />Melanie Dorn</strong> is an executive director at Morgan Stanley Wealth Management, where she is also a manager in field management technology, currently focused on financial advisor compensation, and a solutions architect for investment solutions technology. Prior to joining Morgan Stanley in 2015, Dorn held several leadership positions in technology at UBS and Prudential Securities, designing and implementing new systems that allowed financial advisors to expand business for their firms. She won the <span>FinTech Futures </span><span>Tech Leadership Award at the 20th Annual Banking Technology Awards and was</span> named a Transformation Leader of the Year Finalist at the 2019 Women in IT Awards. Dorn earned a bachelor’s in computer science from the Johns Hopkins University.</p> <hr /> <p><img loading="lazy" decoding="async" class="alignleft wp-image-1965252 size-thumbnail" src="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794-150x150.jpg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794-150x150.jpg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794-300x300.jpg 300w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794-100x100.jpg 100w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794-500x500.jpg 500w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Dave-E.-Revised-e1634484875794.jpg 523w" sizes="auto, (max-width: 150px) 100vw, 150px" /></p> <p><strong>David B. Enabnit</strong><span> was f</span>ormerly the technical director of the Office of Coast Survey in the National Oceanic and Atmospheric Administration, where he handled technical and management responsibilities for computer-assisted cartographic system development and deployment; managed technical and business responsibilities for print-on-demand development and commercialization; and served as the head of the U.S. delegation to the international standards-setting body for marine navigation data and systems. He was also a lieutenant colonel in the U.S. Army Reserve with a duty station as staff to the director of army research. Enabnit is now retired and exploring other interests. He <span>received his bachelor’s and master’s degrees in physics from the Ohio State University and his master’s degrees in computer science and business from the Johns Hopkins University.</span></p> <hr /> <p><img loading="lazy" decoding="async" class="alignleft wp-image-1966754" src="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Colin-McCarthy_2-180x245-1-e1634485042852.jpeg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Colin-McCarthy_2-180x245-1-e1634485042852.jpeg 134w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Colin-McCarthy_2-180x245-1-e1634485042852-100x100.jpeg 100w" sizes="auto, (max-width: 150px) 100vw, 150px" /></p> <p><strong>Colin McCarthy</strong><span> is the co-founder of Nebula Research & Development, a quantitative hedge fund, where he applies statistical models to financial markets looking for novel investment opportunities. Prior to his current role, McCarthy was a trader at Cubist Systematic Strategies for nine years, where he built out a statistical arbitrage and volatility trading business. During his career in the financial markets, McCarhty has also managed capital at several other firms, including Fortress Investment Group, Swiss Re Financial Products, and Tesseract Capital Group. He also worked in the technology sector for Warp Solutions, a startup focused on building distributed networking infrastructure software. McCarthy received a bachelor’s in computer science in 1998 from the Johns Hopkins University and received a master’s in computer science from Stanford University in 2000.</span></p> <hr /> <p><strong><img loading="lazy" decoding="async" class="alignleft wp-image-1966760 size-thumbnail" src="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Nita-Rotaru_Cristina_hero-mobile-e1634485190606-150x150.jpeg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/10/Nita-Rotaru_Cristina_hero-mobile-e1634485190606-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Nita-Rotaru_Cristina_hero-mobile-e1634485190606-300x300.jpeg 300w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Nita-Rotaru_Cristina_hero-mobile-e1634485190606-100x100.jpeg 100w, https://www.cs.jhu.edu/wp-content/uploads/2021/10/Nita-Rotaru_Cristina_hero-mobile-e1634485190606.jpeg 318w" sizes="auto, (max-width: 150px) 100vw, 150px" />Cristina Nita-Rotaru </strong>is a professor in the Khoury College of Computer Science at Northeastern University, where she <span></span><span>co-directs its Network and Distributed Systems Security Lab and is a founding member of the its Cybersecurity and Privacy Institute. Prior to joining Northeastern in 2015, she was a faculty member at Purdue University, which she joined in 2003. Nita-Rotaru is the recipient of several awards for her work in dependable and secure network protocols in distributed systems. She is also a member of the International Federation for Information Processing’s Working Group on Dependable Computing and Fault Tolerance and on the steering committee of the ACM Symposium on Access Control Models and Technologies. She is additionally the vice-chair of the Institute of Electrical and Electronics Engineers Technical Community on Dependable Computing and Fault Tolerance and is the chair of the steering committee of the Internet Society’s Network and Distributed System Security Symposium. </span><span>Nita-Rotaru earned a PhD from the Johns Hopkins University in 2003.</span></p> <hr /> <p><img loading="lazy" decoding="async" class="wp-image-1976577 size-thumbnail alignleft" src="https://www.cs.jhu.edu/wp-content/uploads/2023/09/cleve-passarell-headshot-150x150.jpeg" alt="Cleve Passarell " width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2023/09/cleve-passarell-headshot-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/cleve-passarell-headshot-300x300.jpeg 300w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/cleve-passarell-headshot-100x100.jpeg 100w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/cleve-passarell-headshot.jpeg 482w" sizes="auto, (max-width: 150px) 100vw, 150px" /><strong>Cleve Pasarell</strong>,<span> Engr </span><span>’04,</span> is the vice president of engineering at 6sense, a business-to-business marketing and sales technology company based in San Francisco. At 6sense, he manages advertising technology, works with the Interactive Advertising Bureau, and helps coordinate engineering strategy, process, and security. Prior to joining 6sense, Pasarell founded and served as the chief technology officer of Granite Media, a marketing and advertising platform dedicated to generating new readership and revenue for publishers. Pasarell is also a founder and board member of Big Edition, a publishing company, and is a serial angel investor.</p> <hr /> <p><img loading="lazy" decoding="async" class="alignleft wp-image-1965231 size-thumbnail" src="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Pistritto-Joe-150x150.jpeg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/09/Pistritto-Joe-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/09/Pistritto-Joe-100x100.jpeg 100w" sizes="auto, (max-width: 150px) 100vw, 150px" /></p> <p><strong>Joe Pistritto</strong><span> is an active consultant on data center and site reliability engineering (SRE) topics. He previously served as the SRE director and site lead at Google’s San Francisco office, where he managed teams running base infrastructure for services including networking, financial transactions, and setup/teardown of data center compute environments. Before that, he worked in global infrastructure capacity planning at Google, was the vice president of engineering at several Bay Area startups, and was the vice president of internet products at Oracle. </span><span>Pistritto graduated from the Johns Hopkins University with both a BS and MS in electrical engineering.</span></p> <hr /> <p><img loading="lazy" decoding="async" class="wp-image-1976529 size-thumbnail alignleft" src="https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-150x150.jpg" alt="Kumar Ramaiyer." width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-150x150.jpg 150w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-300x300.jpg 300w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-1024x1024.jpg 1024w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-768x768.jpg 768w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-1536x1536.jpg 1536w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-2048x2048.jpg 2048w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-100x100.jpg 100w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-500x500.jpg 500w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-740x740.jpg 740w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/IMG_7149-e1695230597852-980x980.jpg 980w" sizes="auto, (max-width: 150px) 100vw, 150px" /></p> <p><span><strong>Kumar Ramaiyer</strong> is the chief technical officer of Workday’s Planning Business Unit. Based in Cupertino, California, he has focused on planning and analytical problems for the last 20 years at Workday, Oracle, and a startup company later acquired by Oracle. His recent interests include using machine learning and data science to create intelligent plans for different domains and the use of conversational and generative artificial intelligence to improve the overall planning experience. Ramaiyer received his PhD in computer science from the Johns Hopkins University in 1996.</span></p> <hr /> <p><strong><img loading="lazy" decoding="async" class="wp-image-1976637 size-thumbnail alignleft" src="https://www.cs.jhu.edu/wp-content/uploads/2023/09/Gary-Siegel-150x150.jpeg" alt="Headshot of Gary Siegel." width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2023/09/Gary-Siegel-150x150.jpeg 150w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/Gary-Siegel-100x100.jpeg 100w, https://www.cs.jhu.edu/wp-content/uploads/2023/09/Gary-Siegel.jpeg 212w" sizes="auto, (max-width: 150px) 100vw, 150px" />Gary Siegel</strong><span> is currently a senior services executive at World Wide Technology, where he works with clients to create and deliver technology solutions to “make a new world happen.” Prior to this, he held various senior leadership roles at Accenture, NTT Data, and FAST Technologies. A hands‐on leader, Siegel holds a patent and has won a number of Quality Innovation Awards. He holds a master’s degree in computer science and a bachelor’s in computer engineering from the Johns Hopkins University.</span></p> <hr /> <p><b><span><img loading="lazy" decoding="async" class="size-thumbnail wp-image-1968034 alignleft" src="https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-150x150.jpg" alt="" width="150" height="150" srcset="https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-150x150.jpg 150w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-300x300.jpg 300w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-1024x1024.jpg 1024w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-768x768.jpg 768w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-1536x1536.jpg 1536w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-100x100.jpg 100w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-500x500.jpg 500w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-740x740.jpg 740w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13-980x980.jpg 980w, https://www.cs.jhu.edu/wp-content/uploads/2021/11/SandeepSH_21Apr17_13.jpg 1688w" sizes="auto, (max-width: 150px) 100vw, 150px" /></span></b><strong><span class="contentpasted0">Sandeep Singhal</span></strong><span class="contentpasted0"><span> is the vice president of engineering at LinkedIn, focusing on storage and databases, data movement and processing, and AI enablement. He was formerly senior director for AI systems at Meta, where he led shared training, model processing, inferencing, and serving infrastructure, as well as the company’s areas of storage infrastructure, powering product, analytics, and machine learning. Singhal has held leadership roles at Google (leading Cloud Storage), Microsoft (general manager for Bing Maps and Local Search, Internet Explorer, and Windows networking), and IBM (chief architect for its pervasive computing division). Singhal also co-founded ReefEdge Networks, a pioneer in wireless LAN security, mobility, and management products. He has served on advisory panels supporting the Defense Advanced Research Projects Agency, the National Research Council, and the European Commission. His credits include 78 issued patents and dozens of publications, including three books. Singhal holds MS and PhD degrees in computer science from Stanford University, as well as bachelor’s degrees in computer science, mathematical sciences, and mathematics from the Johns Hopkins University.</span></span></p> </div> </div> </div> </div> </main>   <footer class="footer" id="footer"> <div class="footer_bar"> <div class="fs-row"> <div class="fs-cell"> <div class="footer_bar_inner"> <div class="social_nav" itemprop="creator" itemscope itemtype="http://schema.org/CollegeOrUniversity"> <link itemprop="url" href="https://www.cs.jhu.edu"> <div class="social_nav_header"> <h2 class="social_nav_title"> <span class="social_nav_title_icon"> <svg class="icon icon_connect"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#connect"></use></svg> </span> <span class="social_nav_title_label">Stay Connected</span> </h2> </div> <ul class="social_nav_list" aria-label="Stay Connected"> <li class="social_nav_item"> <a class="social_nav_link social_nav_link_facebook" href="https://www.facebook.com/compscijhu?ref=hl" target="_blank" rel="noopener" itemprop="sameAs"> <span class="social_nav_icon"> <svg class="icon icon_facebook"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#facebook"></use></svg> </span> <span class="social_nav_label">Facebook</span> </a> </li> <li class="social_nav_item"> <a class="social_nav_link social_nav_link_twitter" href="https://twitter.com/JHUCompSci" target="_blank" rel="noopener" itemprop="sameAs"> <span class="social_nav_icon"> <svg class="icon icon_twitter"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#twitter"></use></svg> </span> <span class="social_nav_label">Twitter</span> </a> </li> <li class="social_nav_item"> <a class="social_nav_link social_nav_link_instagram" href="https://www.instagram.com/jhucompsci/" target="_blank" rel="noopener" itemprop="sameAs"> <span class="social_nav_icon"> <svg class="icon icon_instagram"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#instagram"></use></svg> </span> <span class="social_nav_label">Instagram</span> </a> </li> <li class="social_nav_item"> <a class="social_nav_link social_nav_link_youtube" href="https://www.youtube.com/user/HopkinsEngineer" target="_blank" rel="noopener" itemprop="sameAs"> <span class="social_nav_icon"> <svg class="icon icon_youtube"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#youtube"></use></svg> </span> <span class="social_nav_label">YouTube</span> </a> </li> <li class="social_nav_item"> <a class="social_nav_link social_nav_link_linkedin" href="https://www.linkedin.com/showcase/johns-hopkins-department-of-computer-science/" target="_blank" rel="noopener" itemprop="sameAs"> <span class="social_nav_icon"> <svg class="icon icon_linkedin"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#linkedin"></use></svg> </span> <span class="social_nav_label">LinkedIn</span> </a> </li> </ul> </div> </div> </div> </div> </div> <div class="footer_primary"> <div class="fs-row"> <div class="fs-cell"> <div class="footer_primary_inner"> <div class="alert_toggle"> <button class="js-swap js-alert-open alert_open" data-swap-target=".js-alert" data-swap-linked="alert"> <span class="alert_open_inner"> <span class="alert_open_icon" aria-hidden="true"> <span class="alert_open_icon_inner"> <svg class="icon icon_plus"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#plus"></use></svg> </span> </span> <span class="alert_open_label">Open site alert</span> </span> </button> </div> <div class="meta_info" id="meta_info" itemprop="creator" itemscope itemtype="http://schema.org/CollegeOrUniversity"> <h2 class="meta_info_name" itemprop="name">Department of Computer Science</h2> <meta content="https://www.cs.jhu.edu/wp-content/themes/wse//images/logo-schema.png" itemprop="logo"> <div class="meta_info_details"> <div class="meta_info_details_set"> <h3 class="meta_info_details_label">Address</h3> <div class="meta_info_detail meta_detail_address" itemprop="address" itemscope itemtype="http://schema.org/PostalAddress"> <div class="meta_info_detail_label"> <span class="meta_info_address_street" itemprop="streetAddress">3400 North Charles Street</span> <span class="meta_info_address_group"> <span class="meta_info_address_city" itemprop="addressLocality">Baltimore</span>, <span class="meta_info_address_state" itemprop="addressRegion">MD</span> <span class="meta_info_address_zip" itemprop="postalCode">21218</span> </span> </div> <a class="meta_info_detail_link" href="https://www.google.com/maps/place/?q=place_id:ChIJ0c_fBN8EyIkR-c2XdIBfEuA" target="_blank" rel="noopener">Get Directions</a> </div> </div> <div class="meta_info_details_set"> <h3 class="meta_info_details_label">Contact</h3> <div class="meta_info_detail meta_detail_email"> <span class="meta_info_detail_icon"> <svg class="icon icon_mail"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#mail"></use></svg> </span> <a class="meta_info_detail_label meta_info_detail_link" href="mailto:contactus@cs.jhu.edu" itemprop="email"><span class="meta_info_detail_label_hint">Email:</span> contactus@cs.jhu.edu</a> </div> </div> </div> </div> <nav class="js-nav js-footer-nav nav footer_nav" aria-label="Footer" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header footer_nav_header"> <h2 class="nav_title footer_nav_title">Footer Navigation</h2> </div> <ul class="js-nav-list js-footer-nav-list nav_list footer_nav_list" aria-label="Footer Navigation"> <li class="js-nav-item js-footer-nav-item js-footer-nav-item-1 nav_item footer_nav_item"> <div class="nav_item_inner footer_nav_item_inner"> <a class="js-nav-link js-footer-nav-link nav_link footer_nav_link" href="https://engineering.jhu.edu/admissions/" itemprop="url"><span class="nav_link_label footer_nav_link_label" itemprop="name">Apply Now!</span><span class="nav_link_indicator footer_nav_link_indicator" aria-hidden="true"><span class="footer_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-footer-nav-item js-footer-nav-item-2 nav_item footer_nav_item"> <div class="nav_item_inner footer_nav_item_inner"> <a class="js-nav-link js-footer-nav-link nav_link footer_nav_link" href="https://engineering.jhu.edu/" itemprop="url"><span class="nav_link_label footer_nav_link_label" itemprop="name">Whiting School of Engineering</span><span class="nav_link_indicator footer_nav_link_indicator" aria-hidden="true"><span class="footer_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-footer-nav-item js-footer-nav-item-3 nav_item footer_nav_item"> <div class="nav_item_inner footer_nav_item_inner"> <a class="js-nav-link js-footer-nav-link nav_link footer_nav_link" href="https://jhu.edu" itemprop="url"><span class="nav_link_label footer_nav_link_label" itemprop="name">Johns Hopkins University</span><span class="nav_link_indicator footer_nav_link_indicator" aria-hidden="true"><span class="footer_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav> </div> </div> </div> </div> <div class="footer_ribbon"> <div class="fs-row"> <div class="fs-cell"> <div class="footer_ribbon_inner"> <nav class="js-nav js-legal-nav nav legal_nav" aria-label="Legal" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header legal_nav_header"> <h2 class="nav_title legal_nav_title">Legal Navigation</h2> </div> <ul class="js-nav-list js-legal-nav-list nav_list legal_nav_list" aria-label="Legal Navigation"> <li class="js-nav-item js-legal-nav-item js-legal-nav-item-1 nav_item legal_nav_item"> <div class="nav_item_inner legal_nav_item_inner"> <a class="js-nav-link js-legal-nav-link nav_link legal_nav_link" href="https://it.johnshopkins.edu/policies/privacystatement" itemprop="url"><span class="nav_link_label legal_nav_link_label" itemprop="name">Privacy Statement</span><span class="nav_link_indicator legal_nav_link_indicator" aria-hidden="true"><span class="legal_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-legal-nav-item js-legal-nav-item-2 nav_item legal_nav_item"> <div class="nav_item_inner legal_nav_item_inner"> <a class="js-nav-link js-legal-nav-link nav_link legal_nav_link" href="https://accessibility.jhu.edu/" itemprop="url"><span class="nav_link_label legal_nav_link_label" itemprop="name">Accessibility</span><span class="nav_link_indicator legal_nav_link_indicator" aria-hidden="true"><span class="legal_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-legal-nav-item js-legal-nav-item-3 nav_item legal_nav_item"> <div class="nav_item_inner legal_nav_item_inner"> <a class="js-nav-link js-legal-nav-link nav_link legal_nav_link" href="https://www.jhu.edu/university-policies/" itemprop="url"><span class="nav_link_label legal_nav_link_label" itemprop="name">University Policies</span><span class="nav_link_indicator legal_nav_link_indicator" aria-hidden="true"><span class="legal_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-legal-nav-item js-legal-nav-item-4 nav_item legal_nav_item"> <div class="nav_item_inner legal_nav_item_inner"> <a class="js-nav-link js-legal-nav-link nav_link legal_nav_link" href="https://www.jhu.edu/assets/uploads/2016/11/compliance_policy.pdf" itemprop="url"><span class="nav_link_label legal_nav_link_label" itemprop="name">Copyright Compliance Policy</span><span class="nav_link_indicator legal_nav_link_indicator" aria-hidden="true"><span class="legal_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav><p class="copyright"><span class="copyright_year" itemprop="copyrightYear">2024</span> <span class="copyright_holder" itemprop="copyrightHolder" itemscope itemtype="http://schema.org/CollegeOrUniversity"><span class="copyright_holder_name" itemprop="name">Johns Hopkins University</span>.</span> <span class="copyright_rights">All rights reserved.</span></p> </div> </div> </div> </div> </footer>  </div>  <section class="js-menu menu" id="menu" aria-label="Site Menu"> <div class="menu_header"> <div class="fs-row"> <div class="fs-cell"> <div class="menu_header_inner"> <h2 class="menu_title">Site Menu</h2> </div> </div> </div> </div> <div class="menu_primary"> <div class="fs-row"> <div class="fs-cell"> <div class="menu_primary_inner"> <nav class="js-nav js-main-nav js-main-nav-sm nav main_nav main_nav_sm" aria-label="Site" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header main_nav_header"> <h2 class="nav_title main_nav_title">Site Navigation</h2> </div> <ul class="js-nav-list js-main-nav-list nav_list main_nav_list" aria-label="Site Navigation"> <li class="js-nav-item js-main-nav-item js-main-nav-item-1 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/about/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">About</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-1" data-swap-group="main_nav_sm" aria-label="About" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="About"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/message-from-dept-head/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Message from the Department Head</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/diversity-and-inclusion/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Diversity and Inclusion</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/about/employment-opportunities/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Employment Opportunities</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-2 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/academic-programs/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Academic Programs</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-2" data-swap-group="main_nav_sm" aria-label="Academic Programs" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Academic Programs"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/program-enrollment-and-outcomes/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Accreditation & Enrollment</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/undergraduate-studies/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Undergraduate Studies</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/graduate-studies/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Graduate Studies</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/combined-bachelors-masters/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Combined Bachelor’s/Master’s</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/academic-programs/academic-integrity-code/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Academic Integrity Code</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-3 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/research/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Research</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-3" data-swap-group="main_nav_sm" aria-label="Research" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Research"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/theory-programming-languages/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Theory & Programming Languages</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/systems/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Systems & Networking</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/computational-biology-medicine/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Computational Biology & Medicine</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/information-security/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Information Security</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/language-speech-processing/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Natural Language Processing</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/machine-learning-ai-and-data-science/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Machine Learning, AI, & Data Science</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/robotics-vision-graphics/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Robotics, Vision, & Graphics</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/human-computer-interaction/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Human-Computer Interaction</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/research/computer-assisted-medicine/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Computer-Assisted Medicine</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-4 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/people/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">People</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-4" data-swap-group="main_nav_sm" aria-label="People" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="People"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/faculty/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Faculty</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/cs-affiliates/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Joint, Affiliate, & Research Faculty</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/administrative-staff/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Staff</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/phd-students/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">PhD Students</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/cs-external-advisory-board/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">External Advisory Board</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/people/faculty-awards-honors/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Faculty Awards & Honors</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-5 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/news/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">News</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-5" data-swap-group="main_nav_sm" aria-label="News" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="News"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/cs-newsletter/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">CS Newsletter</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-6 nav_item main_nav_item has_children"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/events/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Events</span></a> <button class="js-swap js-nav-toggle js-main-nav-toggle nav_toggle main_nav_toggle" data-swap-target=".js-main-nav-item-6" data-swap-group="main_nav_sm" aria-label="Events" aria-haspopup="true" aria-expanded="false"> <span class="nav_toggle_inner main_nav_toggle_inner"> <span class="nav_toggle_icon main_nav_toggle_icon"> <svg class="icon icon_caret_down"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#caret_down"></use></svg> </span> </span> </button> </div> <ul class="js-nav-children js-main-nav-children nav_children main_nav_children" aria-label="Events"> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/department-seminars/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Department Seminars</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://lists.cs.jhu.edu/mailman/listinfo/sem" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">Join our Seminar Listserv</span> </a> </li> <li class="js-nav-child-item js-main-nav-child-item nav_child_item main_nav_child_item"> <a class="js-nav-child-link js-main-nav-child-link nav_child_link main_nav_child_link" href="https://www.cs.jhu.edu/distinguished-lecture-series/" itemprop="url"> <span class="nav_child_link_label main_nav_child_link_label" itemprop="name">CS Distinguished Lecture Series</span> </a> </li> </ul> </li> <li class="js-nav-item js-main-nav-item js-main-nav-item-7 nav_item main_nav_item"> <div class="nav_item_inner main_nav_item_inner"> <a class="js-nav-link js-main-nav-link nav_link main_nav_link" href="https://www.cs.jhu.edu/alumni-and-giving/" itemprop="url"><span class="nav_link_label main_nav_link_label" itemprop="name">Alumni & Giving</span></a> </div> </li> </ul> </nav><nav class="js-nav js-utility-nav js-utility-nav-sm nav utility_nav utility_nav_sm" aria-label="Utility" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header utility_nav_header"> <h2 class="nav_title utility_nav_title">Utility Navigation</h2> </div> <ul class="js-nav-list js-utility-nav-list nav_list utility_nav_list" aria-label="Utility Navigation"> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-1 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://engineering.jhu.edu/request-information/" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Request Info</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-2 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://engineering.jhu.edu/admissions/" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Apply</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> <li class="js-nav-item js-utility-nav-item js-utility-nav-item-3 nav_item utility_nav_item"> <div class="nav_item_inner utility_nav_item_inner"> <a class="js-nav-link js-utility-nav-link nav_link utility_nav_link" href="https://makeagift.jhu.edu/form/eng" itemprop="url"><span class="nav_link_label utility_nav_link_label" itemprop="name">Give</span><span class="nav_link_indicator utility_nav_link_indicator" aria-hidden="true"><span class="utility_nav_link_indicator_spacer"></span> <svg class="icon icon_external"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#external"></use></svg> </span></a> </div> </li> </ul> </nav><nav class="js-nav js-secondary-nav js-secondary-nav-sm nav secondary_nav secondary_nav_sm" aria-label="Secondary" itemscope itemtype="http://schema.org/SiteNavigationElement"> <div class="nav_header secondary_nav_header"> <h2 class="nav_title secondary_nav_title">Secondary Navigation</h2> </div> <ul class="js-nav-list js-secondary-nav-list nav_list secondary_nav_list" aria-label="Secondary Navigation"> <li class="js-nav-item js-secondary-nav-item js-secondary-nav-item-1 nav_item secondary_nav_item"> <div class="nav_item_inner secondary_nav_item_inner"> <a class="js-nav-link js-secondary-nav-link nav_link secondary_nav_link" href="https://www.cs.jhu.edu/it-support/" itemprop="url"><span class="nav_link_label secondary_nav_link_label" itemprop="name">CS IT Support</span></a> </div> </li> </ul> </nav> </div> </div> </div> </div> <div class="menu_close"> <div class="fs-row"> <div class="fs-cell"> <div class="menu_close_inner"> <button class="menu_close_toggle js-menu-close-toggle js-swap" data-swap-target=".menu" data-swap-linked="menu"> <span class="menu_close_toggle_inner_default menu_close_toggle_inner"> <span class="menu_close_toggle_label_default menu_close_toggle_label">Close</span> <span class="menu_close_toggle_icon_default menu_close_toggle_icon" aria-hidden="true"><span class="menu_close_toggle_icon_spacer"></span><span class="menu_close_toggle_icon_inner_default menu_close_toggle_icon_inner"> <svg class="icon icon_close"><use xlink:href="https://www.cs.jhu.edu/wp-content/themes/wse/images/icons.svg#close"></use></svg> </span></span> </span> </button> </div> </div> </div> </div> </section> <script> var WWW_ROOT = "https://www.cs.jhu.edu/"; var STATIC_ROOT = "https://www.cs.jhu.edu/wp-content/themes/wse/"; </script> <script> ( function ( body ) { 'use strict'; body.className = body.className.replace( /\btribe-no-js\b/, 'tribe-js' ); } )( document.body ); </script> <script> /* <![CDATA[ */var tribe_l10n_datatables = {"aria":{"sort_ascending":": activate to sort column ascending","sort_descending":": activate to sort column descending"},"length_menu":"Show _MENU_ entries","empty_table":"No data available in table","info":"Showing _START_ to _END_ of _TOTAL_ entries","info_empty":"Showing 0 to 0 of 0 entries","info_filtered":"(filtered from _MAX_ total entries)","zero_records":"No matching records found","search":"Search:","all_selected_text":"All items on this page were selected. ","select_all_link":"Select all pages","clear_selection":"Clear Selection.","pagination":{"all":"All","next":"Next","previous":"Previous"},"select":{"rows":{"0":"","_":": Selected %d rows","1":": Selected 1 row"}},"datepicker":{"dayNames":["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],"dayNamesShort":["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],"dayNamesMin":["S","M","T","W","T","F","S"],"monthNames":["January","February","March","April","May","June","July","August","September","October","November","December"],"monthNamesShort":["January","February","March","April","May","June","July","August","September","October","November","December"],"monthNamesMin":["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],"nextText":"Next","prevText":"Prev","currentText":"Today","closeText":"Done","today":"Today","clear":"Clear"}};/* ]]> */ </script><script type="text/javascript" src="https://www.cs.jhu.edu/wp-content/themes/wse/js/site.js?ver=bb55d6eed1acb6f10094620d2476e159" id="site-js"></script> <script>window.lazyLoadOptions = { elements_selector: "iframe[data-lazy-src]", data_src: "lazy-src", data_srcset: "lazy-srcset", data_sizes: "lazy-sizes", class_loading: "lazyloading", class_loaded: "lazyloaded", threshold: 300, callback_loaded: function(element) { if ( element.tagName === "IFRAME" && element.dataset.rocketLazyload == "fitvidscompatible" ) { if (element.classList.contains("lazyloaded") ) { if (typeof window.jQuery != "undefined") { if (jQuery.fn.fitVids) { jQuery(element).parent().fitVids(); } } } } }}; window.addEventListener('LazyLoad::Initialized', function (e) { var lazyLoadInstance = e.detail.instance; if (window.MutationObserver) { var observer = new MutationObserver(function(mutations) { var image_count = 0; var iframe_count = 0; var rocketlazy_count = 0; mutations.forEach(function(mutation) { for (var i = 0; i < mutation.addedNodes.length; i++) { if (typeof mutation.addedNodes[i].getElementsByTagName !== 'function') { continue; } if (typeof mutation.addedNodes[i].getElementsByClassName !== 'function') { continue; } images = mutation.addedNodes[i].getElementsByTagName('img'); is_image = mutation.addedNodes[i].tagName == "IMG"; iframes = mutation.addedNodes[i].getElementsByTagName('iframe'); is_iframe = mutation.addedNodes[i].tagName == "IFRAME"; rocket_lazy = mutation.addedNodes[i].getElementsByClassName('rocket-lazyload'); image_count += images.length; iframe_count += iframes.length; rocketlazy_count += rocket_lazy.length; if(is_image){ image_count += 1; } if(is_iframe){ iframe_count += 1; } } } ); if(image_count > 0 || iframe_count > 0 || rocketlazy_count > 0){ lazyLoadInstance.update(); } } ); var b = document.getElementsByTagName("body")[0]; var config = { childList: true, subtree: true }; observer.observe(b, config); } }, false);</script><script data-no-minify="1" async src="https://www.cs.jhu.edu/wp-content/plugins/rocket-lazy-load/assets/js/16.1/lazyload.min.js"></script><script>function lazyLoadThumb(e,alt){var t='<img src="https://i.ytimg.com/vi/ID/hqdefault.jpg" alt="" width="480" height="360">',a='<button class="play" aria-label="play Youtube video"></button>';t=t.replace('alt=""','alt="'+alt+'"');return t.replace("ID",e)+a}function lazyLoadYoutubeIframe(){var e=document.createElement("iframe"),t="ID?autoplay=1";t+=0===this.parentNode.dataset.query.length?'':'&'+this.parentNode.dataset.query;e.setAttribute("src",t.replace("ID",this.parentNode.dataset.src)),e.setAttribute("frameborder","0"),e.setAttribute("allowfullscreen","1"),e.setAttribute("allow", "accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture"),this.parentNode.parentNode.replaceChild(e,this.parentNode)}document.addEventListener("DOMContentLoaded",function(){var e,t,p,a=document.getElementsByClassName("rll-youtube-player");for(t=0;t<a.length;t++)e=document.createElement("div"),e.setAttribute("data-id",a[t].dataset.id),e.setAttribute("data-query", a[t].dataset.query),e.setAttribute("data-src", a[t].dataset.src),e.innerHTML=lazyLoadThumb(a[t].dataset.id,a[t].dataset.alt),a[t].appendChild(e),p=e.querySelector('.play'),p.onclick=lazyLoadYoutubeIframe});</script> </body>  </html>