Autonomous quant trading bot for Polymarket weather derivative markets. Multi-model ensemble forecasting, Kelly criterion position sizing, and live CLOB order execution. Real capital, real markets, fully unattended.

Open replication of the Unexpected Government Receivables quant signal using only free public data. Rigorous v1 null result, v2 partial replication at EW Sharpe 0.57 (t = 2.9) — with the value-weighted null traced to size concentration rather than hidden and reported honestly.

🏆 Best Implementation of AI, Google Track — Hack Canada 2026. A multi-agent engine that stress-tests Canadian policy before it ships: 8 domain specialists, then 50 demographically grounded validators built on StatsCan data, then a coordinator synthesis. FastAPI + SSE streaming.

🏆 Best Gemini API — UofT Hacks. Your possessions are your password. YOLOv8 detects matcha/cameras/plushies through your webcam, Gemini transforms your photo into an aesthetic persona, then you play Pac-Man as your AI self.

Tracks year-over-year drift in SEC 10-K Risk Factor disclosures. Fastify API, BullMQ job queues, PostgreSQL, Dockerized. Surfaces what companies quietly started worrying about since last year.

Real-time ER wait time tracker — find the fastest emergency room near you. React 18 + TypeScript frontend, Supabase realtime backend, Google Maps integration for live routing.

Live multimodal AI networking coach. Talk to a recruiter, mentor, or peer persona through the Gemini Live API — real-time voice and webcam — then get scored feedback on how you actually came across.

UofT campus event discovery platform — club dashboards, RSVPs, bookmarks, and AI-powered event import that reads a flyer image and fills the form for you. Real Postgres schema with PLpgSQL.

Draw in the air with a colored pen. Real-time webcam HSV color tracking, multi-color canvas, eraser, adjustable brush size, PNG export. No touchscreen required — just a marker and a webcam.

Browser-based virtual drum kit driven by webcam color detection. Wave two colored sticks, hit real drum zones, get real sound. Flask backend + JavaScript frontend, live on Vercel.

Reddit story → vertical brainrot video, fully automated. AI voiceover, word-timed captions, gameplay overlay, ffmpeg composition. Exports ready-to-post MP4s for TikTok, Reels, and Shorts.

An AI assistant that lives inside the Reaper DAW — describe the track you want in one prompt and it builds the music for you. Prompt to arrangement, without leaving your session.