with the receipts

Skills, and where to check them.

Every line here links to something you can read: a job, a repository, or a piece of writing. A skills list without that is a list of adjectives, and you already know to discount those.

Controls and automation

Manufacturing systems

Power and infrastructure

Standards and compliance

Software and data

  • Applied AI and retrieval systems

    Deep, hands-on · 2 years

    Retrieval-augmented generation, vector search, knowledge graphs and agent memory, built rather than configured. The grounded assistant and the job-description reviewer on this site run on it.

    evidenceMDEMGrogerhenley.dev

  • Go

    Deep, hands-on · 3 years

    The memory graph, the neural-network research, and this site's API.

    evidenceMDEMGann-researchrogerhenley.dev

  • Python

    Deep, hands-on · 8 years

    The industrial data hub, the PLC conversion library, and the containerised control workflows.

    evidenceForgeacd-l5x-tool-libplc-workflows-mpc

Leadership and delivery