$ ship --smallShort feedback loops
Break work into changes that can be tested, released, observed, and reversed without drama.
~/so-nozaki
I build and operate privacy-aware SaaS, agent systems, and live communication tools from Japan and Thailand. My work turns fast-moving AI capability into products people can actually use.
01 / systems
Current systems I build, operate, and keep improving. Public links only.
An autonomous software-engineering orchestrator for planning, isolated agent work, testing, release gates, and rollback.
Private two-person meetings with separated audio, live captions, and one adaptive live interpreter.
A home for useful independent products and focused communities for remote workers, founders, and builders.
03 / method
AI makes implementation cheaper. Judgment, verification, and clear authority become more valuable.
$ ship --smallBreak work into changes that can be tested, released, observed, and reversed without drama.
$ verify --liveA passing build is not a working product. I check the real public journey and important failure paths.
$ guard --humanSensitive account, payment, identity, and external-send decisions keep explicit owner control and audit trails.
$ learn --monthlyI track cadence, focused time, shipping density, launches, and revenue to improve how the company builds.
04 / background
A compact history. The current systems above are the better proof.
2024 — now
Zoltraak LLC
Building independent AI products and delivering AI/data work across Japan, Thailand, and international teams.
2023 — 2025
LLM and RLHF programs
Evaluated and improved model behavior across English, Japanese, and Thai contexts.
UBC
Vancouver, Canada
Built mobile, backend, safety, computer-vision, and smart-city systems; co-founded a competitive programming club.