SELECTED WORK
I like learning by doing, then writing down what worked, what didn't, and what I'd do differently next time. Here are a few of the things that came out of that.
FREE COURSE · 26 MODULES
A self-paced course on building AI agents, with a cost calculator, readiness checklist, and decision tools.
Make the path from understanding agents to building them easier to follow.
FIELD MANUAL · PRACTICAL REFERENCE
Decision gates, architecture, evals, guardrails, and the boring-but-important parts that make agents survive beyond the demo.
This is closer to the stuff I actually work from.
PENANG · JULY 2026
An on-stage session at the Penang Digitalisation-AI Conference & Exhibition, exploring AI agents and trust.
Bring the questions around AI systems into a room where people can challenge them.
IQOO Z11 SERIES · MAY 2026
An opening AI session at the iQOO Z11 Series launch, walking an audience through practical workflows.
Make AI concrete through examples of work people recognize.
CURIOUS HOW A WORKFLOW FITS TOGETHER?
An illustrative example, including the human judgment.