Delivery and digital transformation leader with 17+ years leading large-scale change in Agile and lean environments. These days I spend my spare hours proving what one non-developer can ship with AI: practical, well-governed tools, built by describing the outcome in plain English.
I am a delivery manager and servant leader. I create the conditions for teams to deliver value: collaboration, self-organisation, transparency, and the discipline to measure results rather than guess at them.
I cannot write code, and that is rather the point of this site. Everything below was built by describing outcomes clearly to AI tools, then governing what came back: testing it, documenting it, and deciding what it is not allowed to do. The same question decides whether any AI is worth trusting at work: not "how much can it produce?" but "what is it not allowed to do, and who signs it off?"
A free, local-first job search assistant: it finds and scores roles, tracks every application, and drafts tailored CVs only for roles you choose to pursue. The guardrails are the product: it will not spray generic applications, it will not claim a skill you cannot defend in an interview, and nothing goes out unread.
View on GitHubA one-page guide to running a safe family Minecraft server at home, with an AI builder that turns "build us a waterpark" into a real one in twenty minutes. Real logins only, a guest list I control name by name, and every join logged.
Read the guideSix months of my own Garmin GPS data (around 110,000 points across 22 sessions) turned into a measured answer: my longest unbroken flight went from 78 seconds in January to 23 minutes in June. Flight detection, speed analysis and real offshore wind data, matched and visualised without writing a line of code.
Local, zero-cost pipelines that turn meeting audio and podcast archives into searchable, linked knowledge bases: automatic transcription with speaker recognition, then ingestion into a structured vault an LLM can query and maintain.
I write on LinkedIn about AI adoption from a delivery perspective: governance before headcount, measurement before spend, and what non-developers can now build for themselves. Follow along here.