◆ 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.
AI Governance Journey
A plain-English AI governance framework in twelve stages, with automated pipelines that watch the major regulations and raise a pull request when one moves.
Defence-AI Radar
A self-updating timeline of defence AI across the UK, Europe and the US, built from public sources only — with no language model anywhere 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, and 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: 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: retrieval over curated Microsoft sources, per-project workspaces, and a five-stage method that produces real artefacts with citations throughout.