mcp-toolgauge
Audits MCP servers: lints tool definitions, scores how accurately a model picks the right tool, and gates the resulting health score in CI.
Stack: Python, MCP, LLM evaluation, CI
Projects
Things I've built outside of work, newest first.
CineGeist
A conversational movie recommender for people who can't articulate their own taste. It shows pairs of real films, learns from your choices and searches a local catalog for what to watch next.
Stack: Python, SQLite, LLMs
LSE Sector Scout
A three-pass LLM pipeline that reads news and retail sentiment to flag LSE sub-sectors likely to move over a 2–6 week swing horizon.
Stack: Python, LLM orchestration, AWS
Rasoee
Classifies a food dish from 308 possibilities and returns its recipe and ingredient list. First Runner-Up at the Global PyTorch Summer Hackathon 2020.
Stack: Python, PyTorch, Django, Kotlin
YOLO Mosaic
Mosaic image augmentation for YOLO training data, stitching four images and their bounding boxes into a single training sample.
Stack: Python, OpenCV