I fix things, build things, and teach people how to think with AI instead of just typing at it. I see through problems to the core of the issue, the essence of the data problem, the unknown. No theory that hasn’t been tested on a real problem first.
Working nationwide — Auckland, Tauranga, Taupō, New Plymouth, Whanganui, Wellington, Nelson and Christchurch — with whoever has something worth solving.

Design something from nothing, around how the work really happens — not how a template assumes it does.
Teach people to think with AI: define the problem, commit to a method, spot the confident nonsense.
Find the actual fault in a system that’s failing, and repair it so it stops happening again.
Got something worth solving?