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docs/pre_datafest.html

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<h2 id="toc-title">On this page</h2>
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<ul>
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<li><a href="#ai-seminar-1100-am-1230-pm" id="toc-ai-seminar-1100-am-1230-pm" class="nav-link active" data-scroll-target="#ai-seminar-1100-am-1230-pm">1. AI Seminar (11:00 AM – 12:30 PM)</a>
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<li><a href="#data-analytics-competition-strategy-200-pm-300-pm" id="toc-data-analytics-competition-strategy-200-pm-300-pm" class="nav-link active" data-scroll-target="#data-analytics-competition-strategy-200-pm-300-pm">1. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)</a></li>
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<li><a href="#ai-seminar-300-pm-430-pm" id="toc-ai-seminar-300-pm-430-pm" class="nav-link" data-scroll-target="#ai-seminar-300-pm-430-pm">2. AI Seminar (3:00 PM – 4:30 PM)</a>
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<ul>
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<li><a href="#speaker" id="toc-speaker" class="nav-link" data-scroll-target="#speaker">Speaker</a></li>
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<li><a href="#abstract" id="toc-abstract" class="nav-link" data-scroll-target="#abstract">Abstract</a></li>
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</ul></li>
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<li><a href="#lunch-1230-pm-200-pm" id="toc-lunch-1230-pm-200-pm" class="nav-link" data-scroll-target="#lunch-1230-pm-200-pm">2. Lunch (12:30 PM – 2:00 PM)</a></li>
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<li><a href="#data-analytics-competition-strategy-200-pm-300-pm" id="toc-data-analytics-competition-strategy-200-pm-300-pm" class="nav-link" data-scroll-target="#data-analytics-competition-strategy-200-pm-300-pm">3. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)</a></li>
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<li><a href="#how-to-use-ai-efficiently-and-responsibly-315-pm-500-pm" id="toc-how-to-use-ai-efficiently-and-responsibly-315-pm-500-pm" class="nav-link" data-scroll-target="#how-to-use-ai-efficiently-and-responsibly-315-pm-500-pm">4. How to Use AI Efficiently and Responsibly (3:15 PM – 5:00 PM)</a></li>
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<li><a href="#socials-500-pm-700-pm" id="toc-socials-500-pm-700-pm" class="nav-link" data-scroll-target="#socials-500-pm-700-pm">5. Socials (5:00 PM – 7:00 PM)</a></li>
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<li><a href="#how-to-use-ai-efficiently-and-responsibly-menolearn-430-pm-500-pm" id="toc-how-to-use-ai-efficiently-and-responsibly-menolearn-430-pm-500-pm" class="nav-link" data-scroll-target="#how-to-use-ai-efficiently-and-responsibly-menolearn-430-pm-500-pm">3. How to Use AI Efficiently and Responsibly + Menolearn (4:30 PM – 5:00 PM)</a></li>
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<li><a href="#socials-500-pm-700-pm" id="toc-socials-500-pm-700-pm" class="nav-link" data-scroll-target="#socials-500-pm-700-pm">4. Socials (5:00 PM – 7:00 PM)</a></li>
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</nav>
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</div>
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<p>We are excited to host the following sessions on <strong>Friday, April 17</strong> in the Louis Room at Norris (1999 Campus Dr, Evanston, IL 60208), as part of the pre-DataFest event:</p>
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<hr>
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<section id="ai-seminar-1100-am-1230-pm" class="level2">
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<h2 class="anchored" data-anchor-id="ai-seminar-1100-am-1230-pm">1. AI Seminar (11:00 AM – 12:30 PM)</h2>
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<section id="data-analytics-competition-strategy-200-pm-300-pm" class="level2">
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<h2 class="anchored" data-anchor-id="data-analytics-competition-strategy-200-pm-300-pm">1. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)</h2>
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<ul>
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<li>How to approach a <strong>48-hour competition effectively</strong></li>
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<li>Quick data quality checks before deep-dive</li>
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<li>Structuring teamwork and task delegation<br>
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</li>
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<li>Balancing:
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<ul>
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<li>Exploration vs.&nbsp;execution<br>
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</li>
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<li>Modeling vs.&nbsp;storytelling<br>
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</li>
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</ul></li>
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<li>Tips from prior DataFest experience</li>
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</ul>
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<hr>
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</section>
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<section id="ai-seminar-300-pm-430-pm" class="level2">
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<h2 class="anchored" data-anchor-id="ai-seminar-300-pm-430-pm">2. AI Seminar (3:00 PM – 4:30 PM)</h2>
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<p><strong>Topic:</strong> <em>First Ever Sovereign Livelihood AI Model in the World</em></p>
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</section>
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<section id="lunch-1230-pm-200-pm" class="level2">
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<h2 class="anchored" data-anchor-id="lunch-1230-pm-200-pm">2. Lunch (12:30 PM – 2:00 PM)</h2>
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<ul>
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<li>Scheduled lunch break</li>
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<li>We are still working out the logistics and will let you know whether lunch will be provided or if there will be snacks</li>
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</ul>
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<hr>
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</section>
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<section id="data-analytics-competition-strategy-200-pm-300-pm" class="level2">
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<h2 class="anchored" data-anchor-id="data-analytics-competition-strategy-200-pm-300-pm">3. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)</h2>
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<ul>
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<li>How to approach a <strong>48-hour competition effectively</strong></li>
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<li>Quick data quality checks before deep-dive</li>
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<li>Structuring teamwork and task delegation<br>
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</li>
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<li>Balancing:
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<ul>
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<li>Exploration vs.&nbsp;execution<br>
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<li>Modeling vs.&nbsp;storytelling<br>
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</ul></li>
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<li>Tips from prior DataFest experience</li>
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</ul>
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<hr>
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</section>
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<section id="how-to-use-ai-efficiently-and-responsibly-315-pm-500-pm" class="level2">
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<h2 class="anchored" data-anchor-id="how-to-use-ai-efficiently-and-responsibly-315-pm-500-pm">4. How to Use AI Efficiently and Responsibly (3:15 PM – 5:00 PM)</h2>
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<section id="how-to-use-ai-efficiently-and-responsibly-menolearn-430-pm-500-pm" class="level2">
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<h2 class="anchored" data-anchor-id="how-to-use-ai-efficiently-and-responsibly-menolearn-430-pm-500-pm">3. How to Use AI Efficiently and Responsibly + Menolearn (4:30 PM – 5:00 PM)</h2>
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<li>Setting up AI tools and building an efficient data analysis workflow</li>
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<li>Rules for appropriate AI usage during the DataFest</li>
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</section>
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<section id="socials-500-pm-700-pm" class="level2">
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<h2 class="anchored" data-anchor-id="socials-500-pm-700-pm">5. Socials (5:00 PM – 7:00 PM)</h2>
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<h2 class="anchored" data-anchor-id="socials-500-pm-700-pm">4. Socials (5:00 PM – 7:00 PM)</h2>
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<li>Meet your teammates and connect with other participants</li>
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<li>Interact with the organizers</li>

docs/search.json

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"text": "3. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)\n\nHow to approach a 48-hour competition effectively\nQuick data quality checks before deep-dive\nStructuring teamwork and task delegation\n\nBalancing:\n\nExploration vs. execution\n\nModeling vs. storytelling\n\n\nTips from prior DataFest experience"
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"text": "5. Socials (5:00 PM – 7:00 PM)\n\nMeet your teammates and connect with other participants\nInteract with the organizers\nBuild connections ahead of the competition\nTeam photo session\nWe are finalizing the logistics and will share updates about snacks during the socials soon"
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"section": "4. Socials (5:00 PM – 7:00 PM)",
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"text": "4. Socials (5:00 PM – 7:00 PM)\n\nMeet your teammates and connect with other participants\nInteract with the organizers\nBuild connections ahead of the competition\nTeam photo session\nWe are finalizing the logistics and will share updates about snacks during the socials soon"
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"section": "5. Goldfish",
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"text": "5. Goldfish\n(Yubin, Ian, Merina, Sonja & Jules)\nTagline\nMentor: TBD"
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"section": "2. AI Seminar (3:00 PM – 4:30 PM)",
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"text": "2. AI Seminar (3:00 PM – 4:30 PM)\nTopic: First Ever Sovereign Livelihood AI Model in the World\n\nSpeaker\n\n\n\n\nAshwin Srivastava is a Forbes Asia 30 Under 30 honouree with experience in global investments and impact-focused serial entrepreneurship. He has also been recognized among the top 1% of growth-stage entrepreneurs in the world by Webit, and his innovations have been featured in Paradigm Shift by Microsoft India.\n\nMode of participation: Ashwin will join virtually\nIn-person presentation: Rick Rummler, Performance Architect at CodecaX, who has partnered with Ashwin on this project will join in-person.\n\n\nAffiliation: Ashwin represents the Government of Maharashtra, India, particularly the Office of District Collector, Mumbai Suburban\nRick Rummler is the Performance Architect at CodecaX, a partner supporting the Saksham Skill Census, an initiative by the Government of Maharashtra (India) and Sapio Analytics. Rick and CodecaX are working with Sapio Analytics on developing the complex livelihood and skilling frameworks that define Livelihood Intelligence. Rick has led process and performance design and improvement initiatives at leading global organisations, while working with consulting groups worldwide on public health, microfinance and international development needs.\n\n\n\n\n\nAbstract\nWe’ve all heard of Legal AI, Health AI, and other sector-specific AI models. But what if AI could help solve unemployment at scale?\nIndia is leading this effort through a Sovereign Livelihood AI Model—an innovative, AI-driven framework designed to transform employment, skilling, and livelihoods in developing economies by reshaping how governments make decisions.\n\n\nRead more\n\n\nStarting with the Mumbai Suburban District, through Shri Saurabh Kariyar, Honorable District Collector, and visionary guidance of Honorable Guardian Minister of the district, Shri Ashish Shelar, India is pioneering an AI-powered Skill Census to address some of the most complex societal challenges.\nThis AI model is designed to understand the hyper-diverse, rapidly changing socio-economic landscape of a city like Mumbai, where neighborhoods can change drastically within just a few hundred meters.\nSome of the challenges include:\n\nAreas and bylanes not covered by Google Maps\n\nCultural nuances that even today’s major foundation models (GPT, Claude or Gemini) can’t capture\n\nCommunities not adequately understood by government systems\n\nYouth whose voices are often unheard by institutions that influence livelihoods, including businesses, governments, and academia\n\nThis seminar will offer a glimpse into how Mumbai is addressing these challenges by conducting a complex census with foundational AI at its center.\nIt will also introduce a broader way of thinking about AI—one grounded in data, human realities, and public decision-making—while showing its real impact on the ground.\n\n\nWhat to Expect (Takeaways)\n\nAI Reinvented\n\nLearn about foundational AI models that go beyond familiar approaches\nUnderstand how humans are at the center of building AI for humans\nThink more broadly about how foundational models can be designed\n\nReal-World Impact\n\nSee how AI is helping guide decisions related to:\n\nSkilling\nEmployment\nSelf-employment\n\n\nBroaden Your Perspective\n\nExplore how the developing world is solving complex societal challenges\nGain ideas that could reshape how you think about AI, your career, and the future of the field\n\n\n\n\n\nWhy Attend?\n\nUnlock New Ideas\n\nThis seminar is not just about theory; it focuses on real impact on the ground\n\nAccess a Government Perspective\n\nMost courses focus on academic or business settings, but governments will play a major role in shaping the future of AI\n\nGet Inspired\n\nBe part of a conversation about how AI can redefine livelihoods across the globe"
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"text": "3. How to Use AI Efficiently and Responsibly + Menolearn (4:30 PM – 5:00 PM)\n\nSetting up AI tools and building an efficient data analysis workflow\nRules for appropriate AI usage during the DataFest\nUnderstanding:\n\nWhen to use AI vs. when not to\n\nRisks of over-reliance\n\n\nEthical and responsible AI usage in data science workflows"
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pre_datafest.qmd

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------------------------------------------------------------------------
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## 1. AI Seminar (11:00 AM – 12:30 PM)
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## 1. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)
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- How to approach a **48-hour competition effectively**
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- Quick data quality checks before deep-dive
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- Structuring teamwork and task delegation
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- Balancing:
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- Exploration vs. execution
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- Modeling vs. storytelling
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- Tips from prior DataFest experience
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------------------------------------------------------------------------
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## 2. AI Seminar (3:00 PM – 4:30 PM)
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**Topic:** *First Ever Sovereign Livelihood AI Model in the World*
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------------------------------------------------------------------------
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## 2. Lunch (12:30 PM – 2:00 PM)
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------------------------------------------------------------------------
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## 3. Data Analytics Competition Strategy (2:00 PM – 3:00 PM)
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- How to approach a **48-hour competition effectively**
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- Structuring teamwork and task delegation
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- Balancing:
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- Exploration vs. execution
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- Modeling vs. storytelling
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- Tips from prior DataFest experience
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------------------------------------------------------------------------
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## 4. How to Use AI Efficiently and Responsibly (3:15 PM – 5:00 PM)
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## 3. How to Use AI Efficiently and Responsibly + Menolearn (4:30 PM – 5:00 PM)
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- Setting up AI tools and building an efficient data analysis workflow
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------------------------------------------------------------------------
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## 5. Socials (5:00 PM – 7:00 PM)
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## 4. Socials (5:00 PM – 7:00 PM)
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- Meet your teammates and connect with other participants
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- Interact with the organizers

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