{
 "dataset": "Hack for Humanity builds featured on the Detroit recap",
 "sources_checked": "October 25 and 26, 2026",
 "license": {
  "name": "CC BY 4.0",
  "href": "https://creativecommons.org/licenses/by/4.0/"
 },
 "attribution": "Hack for Humanity: Detroit recap, The AI Collective Detroit Chapter, https://detroit.lovable.app",
 "rights": "Our descriptions and this dataset are CC BY 4.0. Project names, code, demos and videos belong to their teams.",
 "count": 108,
 "rows": [
  {
   "chapter": "Detroit",
   "name": "Pivot Point",
   "description": "What a new job really pays, after childcare and the commute.",
   "theme": "Economic mobility",
   "recognition": "Best Lovable · 1st",
   "demo": "https://detroit-career-compass.lovable.app",
   "code": "https://github.com/AERIF-Dev/Pivot-Point",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/pivot-point",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Steer",
   "description": "Practice coding with AI, scored on how well you steer it.",
   "theme": "Economic mobility",
   "recognition": "Best Lovable · 2nd",
   "demo": "https://ai-codecraft-arena.lovable.app",
   "code": "https://github.com/rhaynes123/ai-codecraft-arena",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/steer",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "AfterBirth",
   "description": "A postpartum guide that starts with a QR code.",
   "theme": "Health access",
   "recognition": "Best Lovable · 3rd",
   "demo": "https://afterbirth.lovable.app",
   "code": "https://github.com/qfuggett/AfterBirth",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/afterbirth",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "1Profile",
   "description": "One health profile, shared only with consent.",
   "theme": "Health access",
   "recognition": "Best Use of Gemma · Winner",
   "demo": "",
   "code": "https://github.com/knakra92/1profile",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/1profile",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Heartwise",
   "description": "Snap a medication label, get a plain-language lesson.",
   "theme": "Health access",
   "recognition": "Gemma · Honorable mention",
   "demo": "https://heartwise-tau.vercel.app",
   "code": "https://github.com/briannaworkman/heartwise",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/heartwise",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "SisterCare Detroit",
   "description": "Breast-health navigation, with AI that runs in your browser.",
   "theme": "Health access",
   "recognition": "Best Open-Source AI · Winner · People's Choice",
   "demo": "https://darycreem-spec.github.io/sistercare-detroit/",
   "code": "https://github.com/darycreem-spec/sistercare-detroit",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/sistercare-detroit",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Extract Clinical Notes from Audio",
   "description": "From exam-room audio to a structured clinical note.",
   "theme": "Health access",
   "recognition": "Open-Source AI · Runner-up",
   "demo": "",
   "code": "https://github.com/consumermesh/hack-for-humanity",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/extract-clinical-notes-from-audio",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Coverage Pre-Check",
   "description": "Tells you in plain words whether your plan covers a prescription.",
   "theme": "Health access",
   "recognition": "Lovable · Honorable mention",
   "demo": "https://markdown-file-compass.lovable.app",
   "code": "https://github.com/nikhilbarot3/markdown-file-compass",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/coverage-pre-check",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "HOPE Check",
   "description": "A 21-page tax exemption, reduced to a few photos and questions.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "https://hope-tax-relief.parker-k-nolan.workers.dev",
   "code": "https://github.com/sirsigmund79/hope-tax-relief",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/hope-check",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "CareBridge Navigator",
   "description": "Compare care costs by ZIP, insurance and need.",
   "theme": "Health access",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/carebridge-navigator",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Let's Eat!",
   "description": "Double Up Food Bucks markets, with recipes priced after the match.",
   "theme": "Food & neighborhood",
   "recognition": "",
   "demo": "https://gather-graze-nearby.lovable.app",
   "code": "https://github.com/williamsmelvon-netizen/gather-graze-nearby",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/let-s-eat",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "A Little Extra",
   "description": "Free leftover food and pantry help, close by.",
   "theme": "Food & neighborhood",
   "recognition": "",
   "demo": "https://a-little-extra-detroit.lovable.app",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/a-little-extra",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "MedTransit-SmartAI",
   "description": "Bus times matched to specialist appointments.",
   "theme": "Health access",
   "recognition": "",
   "demo": "https://motorcity-medical-mobility.lovable.app",
   "code": "https://github.com/cpn208427/motorcity-medical-mobility",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/medtransit-smartai",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "ParkItForward",
   "description": "Unused parking time becomes a donation.",
   "theme": "Food & neighborhood",
   "recognition": "",
   "demo": "https://park-for-good-detroit.lovable.app",
   "code": "https://github.com/surti1mr/park-for-good-detroit",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/parkitforward",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Opportunity313",
   "description": "Scholarships, internships and jobs for Detroit students.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "https://opportunity313test.lovable.app",
   "code": "https://github.com/Haloe572/opportunity313test",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/opportunity313",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "HomeBoundOS",
   "description": "Dispatches medical rides for bed-bound patients.",
   "theme": "Health access",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/KameronChambers/homeboundos",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/homeboundos",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Get There, Get Care",
   "description": "Find the right medical ride program in a few questions.",
   "theme": "Health access",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/spasevdr/get-there-get-care1",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/get-there-get-care",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Keep Your Home",
   "description": "An early warning before tax foreclosure.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/esaeed1/project2",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/keep-your-home",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Genesis",
   "description": "Finds local gig work and reads listings aloud.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "https://genesisco-op.lovable.app",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/genesis",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Detroit Local",
   "description": "Maps what's within five minutes of home.",
   "theme": "Food & neighborhood",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/sanadarine/detroit-local",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/detroit-local",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Hospifast",
   "description": "Neighbors sharing rides to the hospital.",
   "theme": "Health access",
   "recognition": "",
   "demo": "https://common-ground-routes.lovable.app",
   "code": "https://github.com/musashoeb-career/common-ground",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/hospifast",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Detroit Health Access Finder",
   "description": "Ask a question, find a school-based health center.",
   "theme": "Health access",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/sohel10/hackathon-detroit-health",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/detroit-health-access-finder",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "AION",
   "description": "Say what you want to build, get the right AI tools.",
   "theme": "Tech literacy",
   "recognition": "",
   "demo": "https://upaion.lovable.app/",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/aion",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "InSimLai",
   "description": "Your insurance policy, in plain language.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/insimlai",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Detroit Permit Navigator",
   "description": "A step-by-step permit path for Detroit businesses.",
   "theme": "Economic mobility",
   "recognition": "",
   "demo": "https://detroit-permit-navigator.lovable.app",
   "code": "https://github.com/amtullahn/detroit-permit-navigator",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/detroit-permit-navigator",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Care313",
   "description": "Multilingual intake for Detroit's mobile health vans.",
   "theme": "Health access",
   "recognition": "",
   "demo": "https://carepath-field-companion.lovable.app/",
   "code": "https://github.com/dataWizard7957/Care313",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/care313",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Detroit",
   "name": "Compositional Boundary Precedence Inversion",
   "description": "Research on what local AI agents can reach.",
   "theme": "Security research",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/projects/compositional-boundary-precedence-inversion",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-detroit-x-the-ai-collective-detroit-chapter/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Your Ballot, Your Block.",
   "description": "Shows your ballot and candidates for your address, with sources.",
   "theme": "",
   "recognition": "Build for Miami theme winner",
   "demo": "https://hack-for-humanity-team.vercel.app/",
   "code": "https://github.com/sharifamlani/hack-for-humanity-team",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions/01a12761-9a47-a10b-3d3f-9d23fabb5fc4",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Wild Miami",
   "description": "Identifies local wildlife and whether it is native.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/vegastyle/hackathon-20261010-aicollective",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions/01a12761-580b-27d4-0c34-ffb94046017c",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "KRUU",
   "description": "",
   "theme": "",
   "recognition": "Best Open-Source AI Project",
   "demo": "https://heatshift-naxecodes-projects.vercel.app/",
   "code": "",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions/01a12746-7786-361e-37ba-fd876d3e6e76",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "AidNow",
   "description": "",
   "theme": "",
   "recognition": "Best Use of Gemma 4",
   "demo": "",
   "code": "https://github.com/aditya-upadhye/AidNow",
   "team_video": "https://www.youtube.com/shorts/vf8QP_vxo7Q",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions/01a12766-d08c-7a3d-f680-82bf8c379a60",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Blackout Box",
   "description": "A hurricane app that keeps working when the power and signal don't.",
   "theme": "",
   "recognition": "",
   "demo": "https://blackoutbox.micahberkley.com",
   "code": "https://github.com/TheAIMogul/blackout-box",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://github.com/TheAIMogul/blackout-box"
  },
  {
   "chapter": "Miami",
   "name": "Survive Miami",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "StormCard",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "HumanityOS",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "TESA MIAMI",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "4forces",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Rooted",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Four Forces Watch",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Miami",
   "name": "Nodal",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-hack-day-miami-x-the-ai-collective/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Amor X Carmen Movi App",
   "description": "Bus tracking, digital fares and emergency help.",
   "theme": "",
   "recognition": "Hack for Humanity Challenge winner",
   "demo": "",
   "code": "https://github.com/NEGRURAS505/rutasegura",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions/01a14177-8d9f-a947-67a9-c3bf0dad4f2e",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "ECO REPORTE",
   "description": "Environmental incident reports that work offline.",
   "theme": "",
   "recognition": "Best Open-Source AI Project",
   "demo": "",
   "code": "https://github.com/MARCOXD18414/EcoReporte",
   "team_video": "https://youtu.be/YclDorSG0xc",
   "submission_page": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions/01a14177-ddbc-4826-9d34-a8458bd52f6a",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "SIRA",
   "description": "Flags students at academic risk and suggests support.",
   "theme": "",
   "recognition": "Best Use of Gemma 4",
   "demo": "",
   "code": "https://github.com/JoseMoreno05/SIRA",
   "team_video": "https://drive.google.com/file/d/186ZWUL7w7dirVez5CcLHlavOBgN4m0m0/view?usp=sharing",
   "submission_page": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions/01a14179-3e17-08da-eefb-d994cc5889d5",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Nutriendo la Isla",
   "description": "Routes restaurant surplus food to people in need. A person reviews each match.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/MaxRo89/Hackaton--Nutriendo-la-Isla",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions/01a14156-4321-761a-25ef-b144dc7aee02",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Syntra Maps",
   "description": "A real-time, collaborative public-transport map.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions/01a14172-d305-cf19-b603-c21e5e36fc1c",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "UBICARMEN",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "OlaRuta",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "MosquiCero",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Carmen en Ruta",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Cami",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Carmen–Campeche, Mexico",
   "name": "Emplea CDC",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hack-for-humanity-carmen-campeche/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "FloodWise Hampton Roads",
   "description": "Flood and drainage guidance for residents.",
   "theme": "",
   "recognition": "Best Community Impact",
   "demo": "https://floodwisehr.lovable.app/",
   "code": "https://github.com/ykosowan/floodwise-hampton-roads",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14acc-f9d3-2802-3925-cae80357c997",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "Dollar Vote",
   "description": "Compares members of Congress with your priorities.",
   "theme": "",
   "recognition": "Best Use of Gemma 4",
   "demo": "https://dollarvote.us/",
   "code": "https://github.com/mbuckbee/dollarvote",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14b04-44ac-05c5-8004-386c8e1e4a93",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "ScamGuard",
   "description": "",
   "theme": "",
   "recognition": "Best AI Security Project",
   "demo": "",
   "code": "https://github.com/pretzelscode/ScamGuard",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14b1a-c16c-190f-f0b9-b65bfa9ffa61",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "FloodGuard",
   "description": "Neighbors' flood photos and forecasts become a risk map.",
   "theme": "",
   "recognition": "",
   "demo": "https://floodguard.darkermine.dev/",
   "code": "https://github.com/DarkerMinecraft/FloodGuard",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14b11-9e82-eb9a-7ab4-a4f715475fa6",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "Retro Forge",
   "description": "",
   "theme": "",
   "recognition": "Best Open-Source AI Project",
   "demo": "",
   "code": "https://gitlab.com/sustree/retro-forge",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14b1a-102f-975d-5685-ead276ee3df0",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "Dante's HELL \"o\" World",
   "description": "",
   "theme": "",
   "recognition": "Gloriously Overengineered",
   "demo": "",
   "code": "https://github.com/AcronixLabs/Dante-s-HELL-o-World",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14b23-73ba-effa-4940-ece8d214dd68",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "Twin Line",
   "description": "Two drum machines and a mixer for making beats with AI.",
   "theme": "",
   "recognition": "",
   "demo": "https://twinlinebeats.grok.me/",
   "code": "https://github.com/leetalley-ambientmuse/twinline",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions/01a14aed-6084-4e0e-df61-c98d37d5db98",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "Agent check",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "PC Deal Locator",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Hampton Roads (757)",
   "name": "SimpSec OMNICHAIN",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/hacktoberfest-2026-in-the-757/submissions"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "PILA",
   "description": "Fact-checks captioned YouTube videos and cites sources.",
   "theme": "",
   "recognition": "Winner",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/pila",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "DormSafe",
   "description": "Coordinates dorm evacuations, from missing residents to blocked exits.",
   "theme": "",
   "recognition": "Winner",
   "demo": "",
   "code": "https://github.com/ferneediaz/dormSafe",
   "team_video": "",
   "submission_page": "https://devpost.com/software/dormsafe-q6z1pj",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "Lonely Hearts",
   "description": "Groups young volunteers to visit older adults.",
   "theme": "",
   "recognition": "Winner",
   "demo": "https://eventide-connections.lovable.app",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/lonely-hearts",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "FUMU",
   "description": "Helps working parents find government and employer support.",
   "theme": "",
   "recognition": "",
   "demo": "https://benefit-bright-hub.lovable.app",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/fumu-flexible-urturing-mindful-unity",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "ElderCare",
   "description": "Turns long-term-care rules into a care-navigation plan.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/eldercare-bi83tj",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "Can I Trust This Person?",
   "description": "Checks online sellers against local scam patterns.",
   "theme": "",
   "recognition": "",
   "demo": "https://secondhand-market-fraud-scan.lovable.app/",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/can-i-trust-this-person",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "Spot phishing emails",
   "description": "Teaches people, including older adults, to spot phishing.",
   "theme": "",
   "recognition": "",
   "demo": "https://truth-light-beacon.lovable.app/",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/help-teach-users-to-spot-phishing-emails",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "ChillLens",
   "description": "Flags manipulative tactics in social media posts.",
   "theme": "",
   "recognition": "",
   "demo": "https://chill-lens-analyzer.lovable.app/",
   "code": "",
   "team_video": "",
   "submission_page": "https://devpost.com/software/chilllens",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Taipei, Taiwan",
   "name": "Taipei RainReady AI",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://hack-for-humanity-taipei.devpost.com/project-gallery"
  },
  {
   "chapter": "Harare, Zimbabwe",
   "name": "mundaAI",
   "description": "WhatsApp crop advice for tomato growers that escalates when unsure.",
   "theme": "",
   "recognition": "1st Place · Best Use of the Google Gemini API",
   "demo": "",
   "code": "https://github.com/fariraimasocha/mundaAI",
   "team_video": "https://cleanshot.com/share/9c5CCshNYyKVdxp2LCNC",
   "submission_page": "https://www.mlh.com/events/harare-hack-for-humanity/submissions/01a0b9d1-5540-9b2d-bc7c-b440b6764944",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/harare-hack-for-humanity/submissions"
  },
  {
   "chapter": "Harare, Zimbabwe",
   "name": "Funda AI",
   "description": "Curriculum-grounded tutoring that asks guiding questions.",
   "theme": "",
   "recognition": "2nd Place · Best Use of the Google Gemini API",
   "demo": "",
   "code": "https://github.com/malvernbright/funda-ai-rag",
   "team_video": "https://drive.google.com/file/d/1MD8FmbJkM4HxdeIPDkf1jB13PkTPWYNC/view?usp=sharing",
   "submission_page": "https://www.mlh.com/events/harare-hack-for-humanity/submissions/01a0b9c6-cfe0-ead2-c2fc-d72751d4da65",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/harare-hack-for-humanity/submissions"
  },
  {
   "chapter": "Harare, Zimbabwe",
   "name": "PocketLedger",
   "description": "Turns informal business records into cash-flow summaries.",
   "theme": "",
   "recognition": "Winner · Best Use of the Google Gemini API",
   "demo": "",
   "code": "https://github.com/fabber04/czi-hackathon",
   "team_video": "",
   "submission_page": "https://www.mlh.com/events/harare-hack-for-humanity/submissions/01a0b9d2-9caf-8063-e494-f5c46b7ff5a7",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/harare-hack-for-humanity/submissions"
  },
  {
   "chapter": "Harare, Zimbabwe",
   "name": "GeoAgriSense",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/harare-hack-for-humanity/submissions"
  },
  {
   "chapter": "Harare, Zimbabwe",
   "name": "Zimbabwe Nursing Tutor",
   "description": "",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.mlh.com/events/harare-hack-for-humanity/submissions"
  },
  {
   "chapter": "Jerusalem",
   "name": "Offpi",
   "description": "Emergency reports over phones, Raspberry Pi hubs and LoRa when networks fail.",
   "theme": "",
   "recognition": "1st place",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Quake Away",
   "description": "Earthquake preparation and safer routes after a quake.",
   "theme": "",
   "recognition": "Biggest Impact",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Common Ground",
   "description": "Coordinates community-center resources in emergencies.",
   "theme": "",
   "recognition": "Best Prototype",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Green Chain",
   "description": "Shows the air-pollution cost of supply-chain choices.",
   "theme": "",
   "recognition": "Most Pilot-Ready",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "EmberGuard",
   "description": "Fire prediction, smoke sensing and spread mapping.",
   "theme": "",
   "recognition": "Best Pitch",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Better Be'er",
   "description": "Finds groundwater contamination and alerts authorities.",
   "theme": "",
   "recognition": "Special shoutout: Strongest on Problem & Impact",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Aerolens",
   "description": "Estimates air quality from existing cameras.",
   "theme": "",
   "recognition": "Special shoutout: Strongest on Feasibility & Responsibility",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Jerusalem",
   "name": "Flood Safe AI",
   "description": "Prioritizes water sampling after floods.",
   "theme": "",
   "recognition": "Special shoutout: Strongest on Problem & Impact",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://jerusalemai.com/hack-for-humanity/winners"
  },
  {
   "chapter": "Dublin, Ireland",
   "name": "Droichead",
   "description": "A private career navigator for people whose work is being reshaped by AI.",
   "theme": "",
   "recognition": "Best Open-Source AI Project",
   "demo": "https://droichead.onrender.com",
   "code": "https://github.com/MuhammadMurtuzaHussain/Droichead",
   "team_video": "https://www.youtube.com/watch?v=sdD40dQ41WM",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://dev.to/muhammadmurtuzahussain/is-ai-going-to-replace-me-i-built-droichead-on-gemma-4-in-one-day-then-pitched-it-with-a-flip-4k6p"
  },
  {
   "chapter": "Dublin, Ireland",
   "name": "MoldMate",
   "description": "Help for tenants facing housing problems.",
   "theme": "",
   "recognition": "Build Without Code track winner",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://dev.to/muhammadmurtuzahussain/is-ai-going-to-replace-me-i-built-droichead-on-gemma-4-in-one-day-then-pitched-it-with-a-flip-4k6p"
  },
  {
   "chapter": "Skopje, North Macedonia",
   "name": "Wildfire and water-source map",
   "description": "Connects fire locations with nearby water.",
   "theme": "",
   "recognition": "1st place",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://ainow.mk/blog/ainow-society-takes-part-in-hack-for-humanity-skopje"
  },
  {
   "chapter": "Skopje, North Macedonia",
   "name": "Parking availability in Skopje",
   "description": "Shows open spots and whether payment is needed.",
   "theme": "",
   "recognition": "2nd place",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://ainow.mk/blog/ainow-society-takes-part-in-hack-for-humanity-skopje"
  },
  {
   "chapter": "Skopje, North Macedonia",
   "name": "Two air-quality concepts",
   "description": "Air quality for planning time outdoors.",
   "theme": "",
   "recognition": "Joint 3rd place",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://ainow.mk/blog/ainow-society-takes-part-in-hack-for-humanity-skopje"
  },
  {
   "chapter": "Arlington, Washington area",
   "name": "AnyScholar",
   "description": "",
   "theme": "",
   "recognition": "Best Prototype",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.linkedin.com/posts/william-wei-zhu_excited-to-share-that-zhe-liu-brian-roopan-activity-7510361992050827264-ntIJ"
  },
  {
   "chapter": "San Francisco",
   "name": "Can I park here?",
   "description": "An iMessage bot that says whether you can park at a pin and when street sweeping comes.",
   "theme": "",
   "recognition": "Best Use of Photon",
   "demo": "",
   "code": "https://github.com/henrygardner30/parking-sf",
   "team_video": "https://www.loom.com/share/4a21f55530414c22a3218b04cbeb565b",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "SF Civic Lens",
   "description": "Turns street photos of problems like potholes into structured 311 tickets.",
   "theme": "",
   "recognition": "",
   "demo": "https://mlh-pied.vercel.app/",
   "code": "https://github.com/jczdigitalproductions/MLH",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "Board of SuperVision",
   "description": "Answers questions about 66 SF Board of Supervisors meetings, with vote details and video timestamps.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/LabGuy94/boardofsupervision",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "WildSignal",
   "description": "An iMessage agent that routes wildlife-encounter photos to the right agency.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/srodrift/wild-signal",
   "team_video": "https://www.loom.com/share/a6e570fb855645a0ae74e948c4938b45",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "Postscript",
   "description": "Turns a patient's after-visit summary into something you can ask questions about.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/amantri/hackathon-postscript",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "Rimai",
   "description": "Translates between Inga and Spanish, shows each word's source and learns from speakers' corrections.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/Purakuna/tfm-inga-traduccion",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "San Francisco",
   "name": "LOCAL GACHA",
   "description": "Recommends local spots over crowded tourist ones.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/RTARO-LAB/local-gacha",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://www.falkordb.com/blog/how-builders-at-hack-for-humanity-used-falkordb-to-solve-real-community-problems/"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "HolkkiLab",
   "description": "Designs prosthetic socket liners using parallel 3D simulations.",
   "theme": "",
   "recognition": "1st · Quanscient challenge",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "ModalForge",
   "description": "Generates footstep sounds from simulated floor vibrations.",
   "theme": "",
   "recognition": "2nd · Quanscient challenge",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "Touchstone",
   "description": "Tests designs for mid-air haptic buttons before a chip is made.",
   "theme": "",
   "recognition": "3rd · Quanscient challenge",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "AllQuiet",
   "description": "Finds where office acoustic screens best reduce speech noise.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "BladeThaw",
   "description": "Advises wind farms whether to heat or stop iced turbine blades.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "Frost",
   "description": "Estimates whether outdoor pipes will freeze, and what insulation changes.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "CellShield",
   "description": "Compares fuel cell plate channel designs.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "Optimimax",
   "description": "Predicts turbine blade deformation during machining.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Tampere, Finland",
   "name": "Solar cell soldering",
   "description": "Models soldering settings to avoid microcracks in solar cells.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://quanscient.com/blog/what-30-first-time-users-built-with-the-allsolve-sdk-in-six-hours"
  },
  {
   "chapter": "Hartford, Connecticut",
   "name": "CT Signal",
   "description": "Connecticut news, answered with public data.",
   "theme": "",
   "recognition": "",
   "demo": "https://ctsignal.org/",
   "code": "https://github.com/alexvnesta/ct-signal",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://ctsignal.org/about.html"
  },
  {
   "chapter": "Pune, India",
   "name": "Thamba",
   "description": "A Marathi, Hindi and English second opinion that helps Pune seniors stop 'digital arrest' scam calls.",
   "theme": "",
   "recognition": "",
   "demo": "https://thamba-pune.vercel.app",
   "code": "https://github.com/itssaharsh/thamba",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://github.com/itssaharsh/thamba"
  },
  {
   "chapter": "Silver Spring, Maryland",
   "name": "Scam Checker",
   "description": "Upload a screenshot of a suspicious message and Gemma 4 explains whether it's a scam and what to do.",
   "theme": "",
   "recognition": "",
   "demo": "",
   "code": "https://github.com/Abraham-shibesh21/scam-checker",
   "team_video": "",
   "submission_page": "",
   "recap_page": "https://detroit.lovable.app/#global",
   "source": "https://github.com/Abraham-shibesh21/scam-checker"
  }
 ]
}