BSc Machine Learning student · Anglia Ruskin University, Cambridge
I'm a Machine Learning student at Anglia Ruskin University in Cambridge. I've always been the family tech support, especially for my dad, and that's what got me into this. I went from taking apart old laptops to programming, because I wanted to see how software actually talks to the hardware.
Summer of 2026 I was a software engineering intern at Clear-Com. In October I found a bug in Arm's MCP server, and Arm merged my fix.
Found that the mca tool in Arm's MCP server passed the wrong flag to llvm-mca, so one of its options had never worked. Fixed it, added a regression test, and Arm merged it into main.
Added tracing to an AI feature that configures intercom systems by chat, so developers could see every tool call's inputs, cost and time. Found three places where the system said "success" without doing the work.
A web page that flags scam and high-pressure sales tactics in text you paste in. Runs entirely in your browser, so nothing is sent anywhere.
Software Engineering: project lead and developer on a five-person team building a C# web app, due December 2026. I picked SQLite so the whole team could develop on macOS.
Database Design: designing and building a hospital management database in SQL with my team.