One person, two frames
About
AI systems for a living, photographs when I travel. The two aren't separate. Both are the same habit: pay close attention, build the thing, judge whether it's any good.
The Engineer
For a living
Senior AI Engineer at Heineken's GenAI Lab in Singapore. I architect evaluation frameworks, agentic document pipelines, and the harness that lets coding agents work against real specs. The unglamorous 95% where reliability lives.
The Photographer
When I travel
The camera comes out when I'm somewhere new. Street, portraits, available light. People mid-thought, architecture, quiet corners. Real people, real light, nothing staged.