Privacy
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Read the privacy noticeWhere I've worked and what I actually did there — the roles behind the systems.
Where I teach, mentor and help other people build: mentoring at events, education work alongside engineering, and the communities I give time to.
Hands-on sessions available on building with AI without lowering the bar — developed from problems I've actually worked through. Each one also works as a shorter talk for a conference, meetup or engineering day.
A minimum viable evaluation setup for RAG and assistants, and what to do when the numbers say your design decision was wrong.
Workshop or talkTurning an AI toolbox into guidance: why equal-weight actions fail, and how to recommend one next step from real state.
Workshop or talkDesigning assistants that abstain, degrade and cite honestly, because a confident wrong answer does more damage than "I don't have that".
Workshop or talkA hands-on session on the gates that catch what code review misses when a model writes part of your code.