Tokyo · 2026

I manage build products ‸with AI, then write about my learnings.

Former Product Manager at Intuit. I live in Tokyo, where I build my own products with AI and write a newsletter.

$45M+ incremental revenue350k users activated on a 0→12 published US patent applicationsJLPT N2 · 178/180

一 About

Tim Huang
that's me

I studied CS and Business Administration at UC Berkeley, then spent years as a PM at Intuit across QuickBooks, Credit Karma, TurboTax and Mailchimp. In 2025, I took time off to travel and ended up moving to Tokyo.

These days I'm building products for people learning Japanese, helping local businesses with their websites, and looking for my next team.

二 How I build

spec.md · first draft by Claude, edits by meproject: Suikō, a Japanese writing app

When a learner submits their writing, show them the corrected version ‸point to each mistake and let them rewrite it themselves.

Learners need to make the fix themselves.

This became Suiko's main rule: users fix their own mistakes. Read the case study →

  1. 一

    I write the spec

    What the feature should and shouldn't do.

  2. 二

    AI drafts

    Claude Code and Codex write most of the code.

  3. 三

    I review

    I write evals to test the result and change anything that doesn't match the spec.

Personal operating system

Agent HQ

A setup for running several projects with AI agents. Each agent has a role and a written mission, and reports back on what it did.

  • product
  • engineering
  • qa
  • research
  • operations
  • me: editor-in-chief

三 Projects

STOPPEDKaizen Reader with a word tapped

Kaizen Reader

A tool for collecting vocabulary from real Japanese content. I stopped working on it because it didn't feel differentiated enough from existing apps.

Why I stopped →

四 Writing

All posts →

From the newsletter