Chartered mechanical engineer (CEng, IMechE). I design orthopedic implants and build AI tools that engineers can check.
Projects
- grounding-ai: a local-first pipeline that turns documents into citation-tagged chunks, so agents can search a library over MCP and cite the source, page and section behind each answer. Includes a retrieval evaluation suite in CI and a grounded-answer benchmark comparing Claude with and without its sources.
- webcrawl-mcp: an MCP server that gives Claude scrape, search, map and crawl tools, local extraction first.
Background
- Eleven years designing orthopedic implants and instruments, the last six through FDA 510(k) submission (ISO 13485, 21 CFR 820)
- First-named inventor, US 12,533,167 B2, "Interosseous coupler"
- MEng Medical Engineering and MPhil Biomimetic Engineering, University of Bath
- Founder of PayPlanr, a privacy-first iOS app on the App Store