Undercut
Undercut finds used-car listings in the GTA that are priced below what the market says they should be. I built the visualization layer — total-cost-of-ownership and price-history charts plotted against the listed price — and led the project's migration to a modular architecture. The stack is Next.js and TypeScript on the front end, with FastAPI and Go services and PostgreSQL behind it.
Stack & Tools
Other Projects
Real-Time Obstacle Detection Dataset
Second-author benchmark paper submitted for publication in 2026: 24,326 images, 25 classes, six nano-scale YOLO detectors compared under one protocol. 64,000+ Hugging Face downloads.
Prosecuto
Built at NVIDIA Spark Hack Toronto on GB10 hardware. Owned the local-inference path — on-device llama-server and vLLM NVFP4 instead of a hosted API.
SyncAgent
Multi-agent orchestrator that runs Claude Code, Gemini CLI, and Codex CLI on one task, coordinated through markdown files on disk. Python, zero dependencies.
Custom Quadcopter Build
End-to-end embedded build — PCB design in Altium, ArduPilot firmware, DJI flight controller integration, and full PID tuning.
ATF Robotics Cup
National championship-winning autonomous robot against a 5,000+ participant field. Lead software and systems engineer across firmware, PCBs, and competition strategy.
FIRA RoboWorldCup
2nd place nationally and a World Finals qualification. Technical operations manager, troubleshooting firmware live under competition conditions.