Projects

CI tooling for detecting when present code changes threaten planned future capabilities, with deterministic verification and bounded AI-assisted rescue.

Python · GitHub Actions · IBM Bob

General-purpose agent built for AMD Developer Hackathon: ACT II, using a lightweight local classifier to route tasks to specialized models while minimizing token usage and enforcing strict output validation.

AMD Track 1 automated leaderboard: 17th · 84.2% accuracy · 2,872 tokens

Qwen3 · Fireworks AI · llama.cpp · Docker

Image-analysis toolkit for metadata inspection, privacy checks, AI-generation detection, and practical image-editing utilities.

Python · FastAPI · Next.js · Computer Vision

Fixed image-byte handling in the transfer-learning notebook.