projects-hacks

Calls elderly adults once a day for a real conversation, then compares how they spoke against their own baseline and emails family when something shifts. Twilio and Deepgram for the call, React Native app for the family.

Distills a 72B driving vision-language model down to 4B, then measures what survives: whether it still looks at the camera feeds, and whether its confidence still means anything once quantized for in-car hardware.

Two photos in, and you get skin analysis, a virtual try-on, outfit suggestions that start from clothes you already own, and a card that argues whether a purchase is actually worth it.

Checks every line on a medical bill against real Medicare rates and CMS coding rules, flags the charges that look wrong, and drafts the dispute letter. Built with LangGraph, NVIDIA Nemotron, FastAPI and Next.js.

A meeting copilot that runs entirely on your Mac. Whisper handles the room audio, Gemma reads the whiteboard through the camera, and three agents keep track of decisions and action items. Nothing leaves the machine.

Upload a contract PDF and get back the clauses that cost you money or sign away rights, highlighted on the page they came from. Personal details are stripped out before anything reaches the model.

Reads a residential lease and explains which clauses are working against you, then generates the counter-letter, rent negotiation letter or move-in condition report as a PDF you can send.

A sales dashboard you talk to. The web client hands a voice agent enough of a summary over 100,000 records that it can filter, compare and explain what it sees without ever receiving a row.

Escrow for gig work on Neo N3 testnet. The contract holds the payment while a vision model compares before and after photos against a rubric written when the job was posted, releasing funds once the work scores well enough. Disputes go to a human arbiter.