Independent product builder
Kuala Lumpur / Worldwide
I design and build AI products—from first principles to production—with clarity, speed, and care.
Good software does not show you how complicated it is. It gives you a clearer next move.
A selection of systems built to turn noise into signal, complexity into confidence, and effort into leverage.
Market intelligence
A sharper way to read the short-form market—turning scattered creative signals into decisions a team can act on.
Thinking software
A calm workspace for surfacing the patterns, assumptions, and decisions that usually disappear inside everyday work.
Trust infrastructure
Policy-aware escrow infrastructure designed to make digital collaboration safer without making it feel heavier.
Decision systems
Tools that turn fragmented property data into underwriting decisions people can understand, explain, and trust.
I work where product judgment, engineering, and commercial reality meet.
That means shaping the problem, prototyping the experience, building the system, and staying close enough to notice what still feels wrong.
I am most useful when the problem is important, the path is unclear, and a small team wants to move with conviction.
The useful brief is rarely the first brief. I look for the decision, friction, or uncertainty underneath it.
Complex systems earn trust when people can see what happened, why it happened, and what comes next.
Speed matters. So does finish. The aim is a coherent product that can teach us something real.
Available for the right problem
Based in Malaysia / Working worldwide