Software Engineer & Data Scientist, Umbizo
- Analysed 3.4M patient trauma records, 0.909 AUC in racial disparity study
- Provisioned a Hetzner Linux VM, quantized data and allocated swap to meet memory needs of the imputation
cs @ cambridge
I'm a first-year Computer Science student at the University of Cambridge. I built TMUA Academy, an exam prep platform with over 2.6k users. Since high school, I've worked part-time for Umbizo, a bioinformatics and software agency. Currently I'm thinking a lot about Spaced Repetition Algorithms, JAX, and Voice Agents.
Developed and deployed a real-time CTF-style platform for teams to restore broken VMs, securing competition environments with isolated Docker containers.
MCP server bridging LLMs to SilverBullet notes. Full-text search, bulk operations, and CRUD tools for markdown notes.
Molecular dynamics engine simulating crystal structures with Lennard-Jones potentials, velocity-Verlet integration, and periodic boundary conditions.
BA in Computer Science. Algorithms, systems architecture, and theoretical computer science.
A*A*A*A* in Computer Science, Further Mathematics, Mathematics, and Physics.
Spoke on "The Next Generation: Future Work, Future Workers" alongside Inversity, LJMU, BAE Systems, and Future Yard CIC.
Selected for Jane Street's FOCUS programme in London. Classes and simulations across trading, software engineering, and strategy.
Invited to talk on "LLMs for problem-based practice in Mathematics" at the International Centre for Mathematical Sciences.
Always interested in opportunities, collaborations, and interesting conversations.