About
I plan, build and maintain AI platform infrastructure: the parts that have to keep working when real people and real money depend on them.
- Now
- Sitemate, construction-tech AI platform A$27.5M Series A, Blackbird-led
- Before
- LRQA, assurance for 61,000+ clients across 150+ countries
- Earlier
- Startups in Hong Kong
What I fix
AI features look great in a demo and get shaky the moment real people and real money touch them. Lost state. An effect that ran but was never recorded. A guardrail that was a hope instead of a guarantee.
I find where a feature loses state, double-acts, or quietly fails, and make the failure impossible instead of unlikely.
Work with me
If that sounds like your feature, that's my work. The simplest way to start is a message: tell me about the one that keeps you up at night.