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class="ds-font-title-3 mb-4">What we’re about</h2><div class="relative h-auto overflow-hidden d1qnntw"><div class="absolute bottom-0 h-6 w-full d18425ul"></div><div inert="" class="break-words utils_description__BlOCA"><p class="mb-4">Virtual meetings in English. Presentations and discussions with a focus on Rust, Python, Perl, Linux, Git, GitHub, GitLab, Docker, CI, testing, web application development and contribution to Open Source projects.</p></div></div><div class="h-5"></div></div><div><div class="flex justify-between mb-4"><h2 id="upcoming-section" class="ds-font-title-3">Upcoming events (1)</h2><a id="see-all-upcoming-events-button" data-event-label="see-all-upcoming-events-button" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/events/" rel="" class="text-viridian">See all</a></div><ul class="flex flex-col space-y-5"><li><div id="e-1" class="rounded-md bg-white p-4 shadow-sm sm:p-5"><a id="event-card-e-1" data-event-label="event-card-1" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/events/306911498/?eventOrigin=group_upcoming_events" class="flex h-full flex-col justify-between space-y-5 outline-offset-8 hover:no-underline"><div class="flex flex-col space-y-5 overflow-hidden"><div class="grid gap-2 d1hetqt0"><div class="flex w-full flex-col space-y-3"><time class="text-[#00829B] text-sm font-medium uppercase">Sun, Apr 27, 2025, 10:00 AM UTC</time><span class="ds-font-title-3 block break-words leading-7 utils_cardTitle__sAAHG">When Al Needs a Human Assistant: How to Build Data Annotation Operations</span><div class="flex items-start space-x-1.5"><div class="size-5"><div style="width:20px;height:20px"></div></div><span class="text-gray6">Link visible for attendees</span></div><div class="flex space-x-2"></div></div><div class="relative hidden aspect-video rounded-lg shadow-lg sm:block"><img id="image-e-1" alt="When Al Needs a Human Assistant: How to Build Data Annotation Operations cover photo" title="When Al Needs a Human Assistant: How to Build Data Annotation Operations" loading="lazy" decoding="async" data-nimg="fill" class="aspect-video min-w-[180px] rounded-lg object-cover object-top" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" src="https://secure.meetupstatic.com/photos/event/3/1/8/event_526980792.webp"/></div></div><div class="hidden md:block"><div inert="true" class="utils_cardDescription__1Qr0x max-h-[60px] text-sm"><p class="mb-4">Do you trust your data as it is, without a human judge? If you don’t, welcome to the club; even OpenAI is here. When an AI/ML model needs data that cannot be found or generated properly, a human has to step in to avoid GIGO (Garbage in, Garbage Out). But… where to begin? This talk will provide the advice and best practices you need to build a sturdy and scalable data labeling operation – directly from the experience of the <a href="https://linktr.ee/data_operations_il" target="_blank" class="!text-viridian" rel="nofollow ugc">Data Operations IL</a> community members who have been there, done that, and scaled it up.</p> <p class="mb-4">Speakers:<br> * <a href="https://www.linkedin.com/in/aliza-polansky/" target="_blank" class="!text-viridian" rel="ugc">Liz Polansky</a><br> * <a href="https://www.linkedin.com/in/danielle-menuhin/" target="_blank" class="!text-viridian" rel="ugc">Danielle Menuhin</a><br> Host: <a href="https://szabgab.com/" target="_blank" class="!text-viridian" rel="nofollow ugc">Gabor Szabo</a><br> Language: English<br> Location: Zoom</p></div></div></div><div><div class="flex items-center justify-between"><div class="text-gray6"><div class="relative flex items-center space-x-2"><ul class="flex"><li style="z-index:5" class="l1w37v0b"><picture><img alt="Photo of Gabor Szabo" src="https://secure.meetupstatic.com/photos/member/d/4/2/b/thumb_316194315.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:4" class="l1w37v0b"><picture><img alt="Photo of Danielle Menuhin" src="https://secure.meetupstatic.com/photos/member/3/f/4/thumb_223021012.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:3" class="l1w37v0b"><div style="position:relative"><div><svg role="presentation" viewBox="0 0 75 74" version="1.1" loading="lazy" class="rounded-full" width="32" height="32"><g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"><g transform="translate(-750.000000, -109.000000)"><g transform="translate(787.926915, 146.475953) rotate(-120.000000) translate(-787.926915, -146.475953) translate(750.426915, 110.475953)"><g transform="translate(0.350000, 0.000000)"><path d="M35.66773,0.88851 C16.15488,0.88851 0.33628,16.70676 0.33628,36.21961 C0.33628,55.73246 16.15488,71.55106 35.66773,71.55106 C55.18093,71.55106 70.99918,55.73246 70.99918,36.21961 C70.99918,16.70676 55.18093,0.88851 35.66773,0.88851 L35.66773,0.88851 Z" fill="#97CAD1"></path><path d="M38.117625,0.188335 C18.604775,0.188335 2.786525,16.006935 2.786525,35.519785 C2.786525,55.032635 18.604775,70.850885 38.117625,70.850885 C57.630825,70.850885 73.449075,55.032635 73.449075,35.519785 C73.449075,16.006935 57.630825,0.188335 38.117625,0.188335 Z" stroke="#353E48" stroke-width="1.75" stroke-linecap="round" stroke-linejoin="round"></path><text class="select-none" transform="rotate(120 38,36)" x="50%" y="50%" text-anchor="middle" fill="#333E48" font-size="30px" dy=".3em">ET</text></g></g></g></g></svg></div></div></li><li style="z-index:2" class="l1w37v0b"><div style="position:relative"><div><svg role="presentation" viewBox="0 0 75 74" version="1.1" loading="lazy" class="rounded-full" width="32" height="32"><g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"><g transform="translate(-750.000000, -109.000000)"><g transform="translate(787.926915, 146.475953) rotate(-120.000000) translate(-787.926915, -146.475953) translate(750.426915, 110.475953)"><g transform="translate(0.350000, 0.000000)"><path d="M35.66773,0.88851 C16.15488,0.88851 0.33628,16.70676 0.33628,36.21961 C0.33628,55.73246 16.15488,71.55106 35.66773,71.55106 C55.18093,71.55106 70.99918,55.73246 70.99918,36.21961 C70.99918,16.70676 55.18093,0.88851 35.66773,0.88851 L35.66773,0.88851 Z" fill="#F1A080"></path><path d="M38.117625,0.188335 C18.604775,0.188335 2.786525,16.006935 2.786525,35.519785 C2.786525,55.032635 18.604775,70.850885 38.117625,70.850885 C57.630825,70.850885 73.449075,55.032635 73.449075,35.519785 C73.449075,16.006935 57.630825,0.188335 38.117625,0.188335 Z" stroke="#353E48" stroke-width="1.75" stroke-linecap="round" stroke-linejoin="round"></path><text class="select-none" transform="rotate(120 38,36)" x="50%" y="50%" text-anchor="middle" fill="#333E48" font-size="30px" dy=".3em">HI</text></g></g></g></g></svg></div></div></li><li style="z-index:1" class="l1w37v0b"><picture><img alt="Photo of Amram" src="https://secure.meetupstatic.com/photos/member/1/f/4/8/thumb_319928008.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li></ul><span class="text-gray6"><span class="hidden sm:inline">27 attendees</span><span class="sm:hidden">+22</span></span></div></div><div class="flex space-x-2"><div><button id="attend-event-btn-e-1" data-event-label="attend-event-btn" data-event-category="GroupHome" class="h-11 b9jvzp4">Attend</button></div></div></div></div></a></div></li></ul></div><div class="hidden sm:block"><div class="flex justify-between mb-4"><h2 id="past-section" class="ds-font-title-3">Past events (183)</h2><a id="see-all-past-events-button" data-event-label="see-all-past-events-button" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/events/past/" rel="nofollow" class="text-viridian">See all</a></div><ul class="flex flex-col space-y-5"><li><div id="ep-1" class="rounded-md bg-white p-4 shadow-sm sm:p-5"><a id="past-event-card-ep-1" data-event-label="past-event-card-1" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/events/306357728/?eventOrigin=group_past_events" rel="nofollow" class="flex h-full flex-col justify-between space-y-5 outline-offset-8 hover:no-underline"><div class="flex flex-col space-y-5 overflow-hidden"><div class="grid gap-2"><div class="flex w-full flex-col space-y-3"><time class="text-gray6 text-sm font-medium uppercase">Thu, Mar 20, 2025, 6:30 PM UTC</time><span class="ds-font-title-3 block break-words leading-7 utils_cardTitle__sAAHG text-gray6">Rust and embedded programming with Leon Vak (online in English)</span><div class="flex items-start space-x-1.5"><div class="size-5"><div style="width:20px;height:20px"></div></div><span class="text-gray6">This event has passed</span></div><div class="flex space-x-2"></div></div></div></div><div><div class="flex items-center justify-between"><div class="text-gray6"><div class="relative flex items-center space-x-2"><ul class="flex"><li style="z-index:5" class="l1w37v0b"><picture><img alt="Photo of Gabor Szabo" src="https://secure.meetupstatic.com/photos/member/d/4/2/b/thumb_316194315.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:4" class="l1w37v0b"><picture><img alt="Photo of Leon Vak" src="https://secure.meetupstatic.com/photos/member/d/f/8/6/thumb_248577222.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:3" class="l1w37v0b"><picture><img alt="Photo of Artur Sulej" src="https://secure.meetupstatic.com/photos/member/3/e/5/7/thumb_314115959.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:2" class="l1w37v0b"><picture><img alt="Photo of Shany Pozin" src="https://secure.meetupstatic.com/photos/member/9/a/a/8/thumb_30639592.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li><li style="z-index:1" class="l1w37v0b"><picture><img alt="Photo of Astra Kernel" src="https://secure.meetupstatic.com/photos/member/a/6/9/9/thumb_322062649.webp" style="width:34px;height:34px;min-width:34px;min-height:34px" loading="lazy" class="rounded-full object-cover border border-white bg-gray2 rounded-full"/></picture></li></ul><span class="text-gray6"><span class="hidden sm:inline">68 attendees</span><span class="sm:hidden">+63</span></span></div></div><div class="flex space-x-2"><div></div></div></div></div></a></div></li></ul></div></div><aside class="w-full md:w-2/5"><div class="flex flex-col space-y-8 md:sticky" style="top:138px"><div class="flex flex-col space-y-8"><div class="flex flex-col space-y-4"><h2 class="ds-font-title-3">Organizers</h2><div class="flex items-center space-x-4"><a id="organizer-photo-photo" data-event-label="organizer-photo" data-event-category="GroupHome" href="/code-mavens/members/?op=leaders" title="Gabor Szabo" rel="nofollow" class="rounded-full"><picture><img alt="Photo of Gabor Szabo" src="https://secure.meetupstatic.com/photos/member/d/4/2/b/thumb_316194315.webp" style="width:60px;height:60px;min-width:60px;min-height:60px" loading="lazy" class="rounded-full object-cover w-full"/></picture></a><div class="flex flex-col"><a id="organizer-name" rel="nofollow" data-event-label="organizer-name" data-event-category="GroupHome" href="/code-mavens/members/?op=leaders"><span><span class="font-medium">Gabor Szabo</span> and <span class="font-medium">1 other</span></span></a><a id="message-organizer-link" data-event-label="message-organizer-link" data-event-category="GroupHome" target="_blank" rel="noreferrer nofollow" href="https://www.meetup.com/messages/?new_convo=true&member_id=10241201&name=Gabor Szabo" class="flex items-center space-x-1 text-sm text-viridian"><div class="size-4"><div style="width:16px;height:16px"></div></div><span>Message</span></a></div></div></div><div class="flex flex-col space-y-4"><div class="flex justify-between"><h2 id="members-section" class="ds-font-title-3">Members (3,727)</h2><a id="see-all-members-button" data-event-label="see-all-members-button" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/members/" rel="nofollow" class="text-viridian">See all</a></div><a id="member-photo-icons" rel="nofollow" data-event-label="member-photo-icons" data-event-category="GroupHome" href="https://www.meetup.com/code-mavens/members/" title="See group members"><ul class="-ml-2 -mt-2 flex max-h-[152px] flex-row flex-wrap overflow-hidden md:max-h-[228px] md:max-h-[228px]"><li class="m-2 size-15"><div style="position:relative"><div><svg role="presentation" viewBox="0 0 75 74" version="1.1" class="w-full" loading="lazy" width="60" height="60"><g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"><g transform="translate(-750.000000, -109.000000)"><g transform="translate(787.926915, 146.475953) rotate(-120.000000) translate(-787.926915, -146.475953) translate(750.426915, 110.475953)"><g transform="translate(0.350000, 0.000000)"><path d="M35.66773,0.88851 C16.15488,0.88851 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src="https://secure.meetupstatic.com/photos/member/2/e/2/4/thumb_118931812.webp" style="width:60px;height:60px;min-width:60px;min-height:60px" loading="lazy" class="rounded-full object-cover w-full"/></picture></li></ul></a></div></div></div></aside></div><section class="mt-6 w-full max-w-[1100px] space-y-12 self-center pb-4 md:mt-10 md:px-5"><div><h2 class="sr-only">Group links</h2><div class="flex flex-col space-y-4"><div class="flex flex-col space-y-3"><h3 class="text-lg font-medium">Find us also at</h3><ul class="-ml-2 flex flex-wrap"><li class="mb-3 ml-2 inline-block"><a data-event-label="group-linkedin-button" data-event-category="GroupHome" href="https://www.linkedin.com/in/szabgab" target="_blank" rel="ugc" class="flex items-center space-x-1 whitespace-nowrap rounded-lg border border-gray5 pb-[5px] pl-2 pr-3 pt-1.5 font-medium hover:no-underline"><div class="size-5"><div style="width:20px;height:20px"></div></div><span class="text-sm">LinkedIn</span></a></li><li class="mb-3 ml-2 inline-block"><a data-event-label="group-other-button" data-event-category="GroupHome" href="https://www.youtube.com/@CodeMaven" target="_blank" rel="ugc" class="flex items-center space-x-1 whitespace-nowrap rounded-lg border border-gray5 pb-[5px] pl-2 pr-3 pt-1.5 font-medium hover:no-underline"><div class="size-5"><div style="width:20px;height:20px"></div></div><span class="text-sm">www.youtube.com/@CodeMaven</span></a></li></ul></div><div class="flex flex-col space-y-3"><h3 class="text-lg font-medium">Related topics</h3><ul class="flex flex-wrap"><li class="mb-2 mr-2 inline-block"><a id="topic-link-120095" data-event-label="topic-link" data-event-category="GroupHome" href="https://www.meetup.com/find/?keywords=Software%20Development" class="tag--topic break-words">Software Development</a></li><li class="mb-2 mr-2 inline-block"><a id="topic-link-8192" data-event-label="topic-link" data-event-category="GroupHome" href="https://www.meetup.com/find/?keywords=Open%20Source" 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