Accelerate with AI,
Turn it into value with judgment,
and grow it through operations.
I use AI on both sides of development: built into the product and woven through the engineering process. I ship value to users, validate it with data, and keep improving in production.
diverse industries
How I Use AI
I deliver value by embedding AI into products and using it throughout my development process.
Products with AI Inside
I design value, evaluation, and operations as one piece.
- Ship features that solve real user problems with AI
- Weave AI naturally into the product experience
- Validate impact and keep improving in production
Development with AI
I lean on AI for both speed and quality.
- Use AI across research, design, and implementation
- Lift productivity with code generation and review
- Raise quality with generated tests and docs
The lifecycle of
AI products
I grow products by running this cycle, again and again.
Discover & Strategy
Frame user problems and business goals, then define what AI should solve.
Design & Data
Shape the experience, pick models, and build a reliable data foundation.
Build & Integrate
Implement LLM/ML, integrate it into the product, and safeguard quality and safety.
Evaluate
Assess quantitatively and qualitatively, and verify value with data.
Operate & Improve
Run it in production and keep iterating.
Featured Projects
See all → 
Veloquo
Turn English videos on iPhone or iPad into a dual-subtitle learning experience. Subtitle generation, translation, and explanations all run on-device.
m-naoki-m.com
A portfolio and hub that consolidates my output as an indie developer. Built with Astro static export, with structured data and a bilingual setup baked in from day one.
Relora
An AI that reads between the lines of love texts. OCR runs on the device, the psychological analysis runs on a cloud LLM.
Latest Articles
Read all →| Source | Title | Lang | Published | Link |
|---|---|---|---|---|
| Zenn | Next.js 16 Turbopack + Claude in Chrome: How VS Code Looked Like 180GB | JP | May 3, 2026 | |
| note | Sharing Love Chats with AI Feels Risky — The Privacy Design Behind It | JP | May 3, 2026 | |
| Qiita | Cognito Anonymous Auth + Server-side Signup — Building a No-login iOS App Safely | JP | May 2, 2026 | |
| Blog | How to Add Tables to a GitHub README — Generate Markdown Tables from CSV/JSON | JPEN | Apr 27, 2026 | |
| Blog | How to Convert HTML to Markdown | JPEN | Apr 27, 2026 |
