◆ Selected work
Some of what I have worked on.
A few things I have built, with honest notes on where each one actually got to.
MLA Ready
A revision app for UK Year 3 medical students: 193 conditions, 2,467 spaced-repetition flashcards and 56 OSCE stations. It works offline and syncs between iPhone and laptop.
Kitty
A shared-expenses app for families and friends. It has groups, expense splitting, receipt scanning and voice entry. Everyone settles up in cash.
AI Governance Journey
A plain-English AI governance framework in twelve stages. Automated pipelines watch the major regulations and raise a pull request when one moves.
Defence-AI Radar
A timeline of defence AI in the UK, Europe and the US. Public sources only. No language model in the pipeline, so every entry traces to a source.
Self-improving agent platform
The agentic system I actually run every day. It mines its own sessions for durable lessons and writes them back into memory. It earns new capabilities through single-purpose allowlisted scripts rather than wider permissions.
Python for AI Engineers
A hands-on course for engineers moving into AI work. Real code, no unexplained acronyms, free to read on this site.
AI radiology reporting
Dictation through to a structured clinical report. It covers transcription, streaming generation against per-modality templates, version history, and export. A companion build keeps identifiable data local.
Copilot Compass
A guided implementation platform for Microsoft Copilot and Foundry. It has retrieval over curated Microsoft sources and per-project workspaces. A five-stage method produces real artefacts with citations throughout.