Projects

Two AI models debate both sides of an everyday money decision, every claim backed by a checkable source from a trusted catalogue. It never picks a winner.

Two part-broken HP laptops rebuilt into a single headless Linux server running Docker services, accessed over SSH from my MacBook.

A three-stage co-evolutionary RL pipeline training cooperative agents to stay effective alongside imperfect or adversarial partners.

A prototype assistive-vision system: object detection, depth-based proximity estimation, risk scoring and spoken alerts.

Multi-objective hyperparameter optimisation with NSGA-II, cutting trainable parameters by 55.5% with matched accuracy.

A local RAG tool that answers plain-English questions over large public London crime datasets.

A containerised full-stack e-learning platform built by a 7-person Agile team, with accessible high-contrast UIs.