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Selected work

AI, data & research

I build AI systems and lead the work that brings them into use. These projects span professional programmes, personal experiments and open source: what I contributed, the decisions I made, and the evidence behind the results.

7 projects Research · Engineering · Leadership

  1. ProfessionalFeatured projectIn production

    AI.M.E.

    A multi-agent research system that scores organisational AI maturity from public evidence alone, with published FTSE AIM 100 and FTSE 350 studies.

    AI.M.E. leaderboard showing ranked companies and their scores across five AI maturity pillars.
    Companies scored, FTSE 350 study (July 2026)
    350
    Distinct public sources cited, FTSE 350
    5,878
    Criteria across five pillars
    180+
    Median research time per company, FTSE 350
    ~15 min
    Read the case study
  2. PersonalLive, free to use

    Where Was I?

    A free web app for readers who have abandoned a book mid-way: upload the PDF or EPUB, mark where you stopped, and get a recap of the story so far with nothing from beyond that point.

    Where Was I? book upload form with a stopping-page field and a spoiler-free recap preview.
  3. ProfessionalDelivered August 2026

    Redspace mapping

    A discourse-pressure map of Israel–Palestine conflict language: 300+ client-approved terms scored for how reliably they provoke hostile reaction, each with a confidence rating, feeding a peace campaign's messaging.

    Redspace Atlas showing a discourse-pressure scatter plot, narrative chapters and a selected term's evidence panel.
  4. ProfessionalLive, living research

    Upstream

    An open audience-intelligence matrix profiling ten UK water-user communities across seven strategic dimensions, so an antimicrobial resistance campaign can reach people who have never heard of the threat.

    Upstream research landing page with a river photograph and an introduction to UK water-user communities and antimicrobial resistance.
  5. PersonalOngoing; run 34 published August 2026

    Declassified Reclassified

    An evidence pipeline and journalistic report over eight decades of declassified US UAP records, scoring each artefact for documentary strength rather than for the likelihood of anything exotic.

    Declassified Reclassified public evidence snapshot listing report files, curated JSON exports and a caveat about interpreting the evidence.
  6. HackathonHackathon entry, July 2025

    Talk Data to Me

    A real-time audio commentator for multi-agent AI workflows, built for the Google Gemma 3n Impact Challenge: sensitive agent decisions run locally on Gemma 3n while a cloud commentator explains them to a human audience as they happen.

    Talk Data to Me video still pairing a presenter with agent logs and conversation traces beneath the heading AI transparency.
  7. Open sourceMaintained since March 2025

    Self-hosting n8n on Google Cloud Run

    An open-source deployment guide for running the n8n automation platform serverlessly on Google Cloud for a few pounds a month, with more than 600 GitHub stars and contributions from Google's Cloud Run product team.

    GitHub repository for self-hosting n8n on Google Cloud Run, showing deployment files and the setup guide.