{"id":7150,"date":"2026-06-30T15:01:16","date_gmt":"2026-06-30T09:31:16","guid":{"rendered":"https:\/\/internshala.com\/competitions\/?p=7150"},"modified":"2026-06-30T15:01:17","modified_gmt":"2026-06-30T09:31:17","slug":"hackaithon-2-0","status":"publish","type":"post","link":"https:\/\/internshala.com\/competitions\/hackaithon-2-0\/","title":{"rendered":"Hack[AI]Thon 2.0"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\ud83d\udccc About the Event<\/h3>\n\n\n\n<p><strong>Hack[AI]Thon 2.0 2026<\/strong> is a premier national-level, 24-hour <strong>Data-Centric AI Hackathon<\/strong> presented by KVG College of Engineering (KVGCE) Sullia&#8217;s technology club, <strong>Sphere Hive<\/strong>, in collaboration with VRIF VTU Belagavi.<\/p>\n\n\n\n<p>Unlike conventional hackathons that focus on brute-forcing algorithmic hyperparameters, this &#8220;Dojo&#8221; explicitly adopts a <strong>Data-Centric AI<\/strong> approach. Competitors are evaluated strictly on their ability to engineer, clean, audit, and optimize datasets to achieve maximum model accuracy lifts.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-default\" style=\"background-color:#f0f0f0;color:#f0f0f0\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udcc5 Critical Timelines &amp; Campaign Horizon<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Round 1 (Online Filtering):<\/strong> June 15 \u2014 July 25, 2026 <strong>[Active and Ongoing Now]<\/strong><\/li>\n\n\n\n<li><strong>Finalist Pool Announcement:<\/strong> August 1, 2026 (Top 16 Teams Selected)<\/li>\n\n\n\n<li><strong>Round 2 (Offline Grand Finals):<\/strong> August 8 \u2013 August 9, 2026 (24-Hour Non-Stop Sprint)<\/li>\n\n\n\n<li><strong>Venue (Round 2):<\/strong> Visvesvaraya Technological University (VTU) Resource Innovation Foundation (VRIF), Belagavi, Karnataka, India.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-default\" style=\"background-color:#f0f0f0;color:#f0f0f0\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83e\udde0 The Structural Hacking Challenges<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Round 1 (Online) | Data Detective Challenge<\/strong><\/h3>\n\n\n\n<p>Teams inspect a flawed, introductory dataset of 500 Labeled and 100 Unlabeled images across 5 baseline classes: Plastic, Paper, Metal, Glass, and Organic Waste.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Objective:<\/strong> Find intentionally introduced bugs (label noise, duplicate files, blurred elements, class imbalances, and distribution outliers) without altering the core baseline classifier architecture.<\/li>\n\n\n\n<li><strong>Deliverable:<\/strong> A concise, maximum 5-slide PPT presentation or a 3-page PDF audit report showcasing evidence of data anomalies and proposed systemic fixes.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Round 2 (Offline) | The 3LC Retraining Arena<\/strong><\/h3>\n\n\n\n<p>The top 16 qualifying teams advance to the VRIF VTU campus to work on an expanded scale package containing 500 Labeled and 5,000 Unlabeled images.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Objective:<\/strong> Utilize the <strong>3LC.ai<\/strong> data-curation framework to clean, prune, and label data strategically.<\/li>\n\n\n\n<li><strong>The 4-Step Production Data Loop:<\/strong>\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Analyze Embeddings:<\/strong> Map and evaluate distribution anomalies across data vectors.<\/li>\n\n\n\n<li><strong>Select High-Loss Samples:<\/strong> Pinpoint training pain points using 3LC metrics.<\/li>\n\n\n\n<li><strong>Label Strategically:<\/strong> Manually correct bounding details or labels to break inference ambiguities.<\/li>\n\n\n\n<li><strong>Retrain &amp; Measure:<\/strong> Execute final model retraining over the optimized data subset and report precision lifts.<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-default\" style=\"background-color:#f0f0f0;color:#f0f0f0\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udce5 Incentives, Perks &amp; Prize Pool<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Financial Rewards:<\/strong> A combined cash bounty pool, sponsor awards, and tech goodies valued at <strong>\u20b935,000<\/strong>.<\/li>\n\n\n\n<li><strong>Elite Stack Access:<\/strong> Hands-on operational training with enterprise tools like <code>3LC.ai<\/code> and free <code>.xyz<\/code> domain registration vouchers for all builders.<\/li>\n\n\n\n<li><strong>Accommodations:<\/strong> On-site food, refreshments, and 24-hour workspace access are provided at the VTU campus during the offline final round.<\/li>\n\n\n\n<li><strong>Target Profiles:<\/strong> Open to all students, software designers, machine learning developers, and AI engineers across India. Accommodates multi-disciplinary squads up to a standard team formation.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-default\" style=\"background-color:#f0f0f0;color:#f0f0f0\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udce7 Official Direct Coordination Channels<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Technical Support Mailbox:<\/strong> Connect directly with the Sphere Hive organizing desk via spherehive@kvgce.ac.in.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udccc About the Event Hack[AI]Thon 2.0 2026 is a premier national-level, 24-hour Data-Centric AI Hackathon presented by KVG College of Engineering (KVGCE) Sullia&#8217;s technology club, Sphere Hive, in collaboration with<\/p>\n","protected":false},"author":9,"featured_media":7156,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-7150","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hackathons"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hack[AI]Thon 2.0 2026 | National Data-Centric AI Hackathon VTU<\/title>\n<meta name=\"description\" content=\"Register for Hack[AI]Thon 2.0 hosted by Sphere Hive at VRIF VTU Belagavi. 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