Computer Science undergraduate at the University of Cambridge (Churchill College). I like building things at the intersection of machine learning and software engineering.
Won a $2,500 prize placing 2nd in an invite-only, week-long algorithmic game theory competition. Built an adaptive attack-and-defence Python strategy with a team collaborating across Europe via Git.
Conceptualised and pitched a proposal using Visa's API infrastructure to integrate an AI prediction model for real-time credit-score impact visualisations within banking apps.
Administered Windows Server environments for secure cross-branch data exchange; configured a Squid web proxy on Ubuntu Server and cut cached-content retrieval times by 60% through server-side caching refinements.
Leakage-safe, isotonic-calibrated win-probability model fusing FACEIT Elo with recent-form stats - less than half the miscalibration of the raw Elo baseline (ECE 0.07 → 0.03). Benchmarked on 5,000 real matches with paired-bootstrap CIs, DeLong tests and a 4,400+ prediction walk-forward backtest, fed by a checkpointed snowball crawler and shipped as a live cached Django app.
RAG-based revision agent that retrieves past exam questions via semantic search. Powered by a multithreaded computer-vision + ETL pipeline that ingests hundreds of PDF pages while preserving LaTeX, cutting processing time by 75%.
Modules include Foundations of CS (OCaml), OOP (Java), Software & Security Engineering, Databases, Algorithms I & II, Machine Learning & Real-World Data, Operating Systems, and Digital Electronics.
Outside of lectures I do many things, from playing college football and competitive programming all the way to chess!
Mathematics, Further Mathematics, Physics & Chemistry. UKMT SMC Gold and Senior Kangaroo (#1 in college for both), Smailes Goldie Award for Best Application of Mathematics, BPhO Computational Challenge.
I'm currently looking for software engineering. If you'd like to chat - about a role, a project, or anything else - my inbox is always open.