Hi, I'm Chung-Han

I turn complex data problems into products people actually use.

Hands-on problem solver.14 years shipping B2B data platforms & B2C smart home apps

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Cha ChaChung-Han's doggy assistant 🐾

Cha Cha answers from notes Chung-Han wrote about his work. For anything important, talk to Chung-Han.

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Selected work

How I ship: products told in five steps.

Vibe coding

How I build on the side: AI tools beyond the day job.

Introducing TFF Filler

Using Claude Code to solve a repetitive permit-paperwork problem. Start small, ship what works.

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More on Substack

An ongoing log of building real tools with AI: the wins, the dead ends, the lessons.

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How I lead

How I lead: three principles I come back to every time.

Continuous growth culture

Weekly knowledge-sharing and a monthly AI learning club turn individual curiosity into team capability.

Data-driven evaluation

Telemetry and research define the OKRs, so quality is measured against outcomes, not asserted.

Transparent leadership

Direct, data-backed communication and leading by show-and-tell, so cross-functional partners stay aligned.

Need a designer who thinks like a product strategist?

Let's solve data challenges at scale