AI deployment engineer, London. I find the problem worth solving inside a business, build the AI system for it, deploy it into their real environment and make it reliable enough to hand real work. I also build the guards and evals for the agents I run.
- Safety guards for Claude Code: hooks that stop a Claude Code agent deleting files outside its folder, rewriting its own settings, sending data off the machine, destroying git work or exposing servers. They work out what a command would do rather than matching its text. 625 test cases, a 95-case evasion probe with 0 holes and 0 over-blocks, CI on macOS and Linux.
- alignment-faking-inspect: an Inspect port of Greenblatt et al. 2024, with the seven published prompt paraphrases as a contamination check. The first run found no robust gap on Claude Sonnet 4.6 or Opus 4.8; I am re-scoring it after an outside report of a possible scoring issue. Listed in the inspect_evals register.
- Merged upstream: Inspect #4311 (epoch reducers converted dict-valued scores twice), ControlArena #891 (rescoring one .eval file overwrote the output folder; fix and 3 tests), LangChain OpenWiki #881 (a symlinked evidence file aborted the whole update).
- Defyner, Founding Brand Engineer: multi-agent systems built and deployed inside clients' own infrastructure. The client work is private.
- claude-setup: the Claude Code skills and agents I use for real work (briefing sub-agents, review, browser automation, writing), each with tests or evals.
- Pâlons, a voice tutor for Jèrriais, an endangered language: Best Working Prototype, Digital Jersey AI Hackathon, 4 Oct 2026.
- token-usage-graph: counts and prices the token logs every AI coding tool leaves on your machine.
- Helix Technologies (acquired by Staynex): led technical development of a multi-agent travel platform.
- Best Real-World Solution, Digital Jersey AI Hackathon, Nov 2025 (one of three awards across 20 teams): a RAG tool for ADHD care.
- UK patent application GB2607064.9 (pending): acoustic monitoring where raw audio never leaves the device.
- MSc Audio and Music Technology, York · BSc Mechanical Engineering, Newcastle.
Also a DJ and producer (Toasted) and founder of the label DRUMGL, with tracks played on BBC Radio 1 and at Glastonbury and Boiler Room.
My goal is to help Jersey and the UK lead as the agentic economy arrives. Open to conversations about AI deployment in high-stakes domains, multi-agent systems, and safety tooling for agents.