Notes & writings on AI products, digital transformation and product craft
01 · Field notes
Notes from the trenches.
Short lessons from ten years of building, one card each.
Short pieces from the work, napkin-first, then typed up.
The career arc
From an ice-cream brand to enterprise AI in ten years.
My first company closed at 23. My current portfolio serves 1,500 people a day and carries the AI strategy of a global technology company. Every stop trained me for the next one.
The destination
Why product management is where this was always going.
Every role I've held was product management wearing a different badge. The move to a Technical PM title isn't a pivot, it's a correction.
The guide
From data science to AI product management: the bridge, built one decision at a time.
A field guide for data scientists moving into AI product leadership — what the job actually is, which artefacts matter, and how governance, RAG and multi-agent systems change the work.
02 · Writing
Fresh off the keyboard.
Notes on product, GenAI in the enterprise, and shipping over shouting. Fresh from Medium.