AI
What is your AI experience?
source: Tom's own account
I've been hands-on with AI/ML across multiple roles:
At Novo, I built a GenAI proof of concept for automating compliance reviews - a RAG model that could auto-document submissions and a Figma agent for shift-left design validation.
At LEO, I led a machine learning team building a skin diagnosis app.
I also built a weight-loss prediction algorithm at Novo - hands-on work with clinical data that later became an API product.
Right now I'm building with Claude Code, GitHub and Netlify. This chatbot is one of those projects.
I'm not a specialist engineer. My value is in understanding enough to ask the right questions, spot opportunities, and bridge between technical and commercial.
Want to know more about any of these projects? Just ask.
Direct answers
- Solo projects, 2026: kittenpm.com, a product training SIM inspired by Lemmings, built with React, TypeScript & Phaser, using Claude as my engineering team; deathspiralorgoldenage.org, a public poll, live sentiment tracker and open economic model with CC0 data, researched & built with AI.
- We used to build tools to help people get an outcome; AI lets us deliver the outcome directly. Don't build drills, build holes! The temptation is to use AI to help us do the same work but faster, when really we can change the workflow entirely.
source: Tom's own account, direct answers