I deliver AI systems that ship.
I don't wait to be told where the value is.
Used daily. Not demo-ware.
12 AI agents coordinated through an Orca routing layer — a LEARN FIRST knowledge protocol, cross-session memory, and five automated quality gates. Started as my own workflow problem; now it's the factory that ships every other project on this page.
A dashboard that reads raw Excel financials and writes the story behind the numbers. One rule I refused to break: code computes every figure, AI writes text only — nobody presents a hallucinated number to finance people.
Their procedures index lived in one shared Excel file that locked whenever two people opened it. I replaced it with an intranet portal — instant Hebrew search, a read-tracking audit trail with CSV export, manager roles — built to run on infrastructure they already own.
Building with a founding team: a multi-agent product where AI drafts and lawyers decide. Hard legal-safety rules — the AI never pretends to be the lawyer — and Hebrew RTL as a first-class citizen, not an afterthought.
Local-first PWA with an AI layer — task analysis, voice capture, gamified XP — that runs my actual life. You're looking at it right now: tailornate.com is Madko's home. Next milestone: accounts, multi-device sync, web-push reminders.
AI systems and data-driven decisions — sharpest tools first.
For four years my job was walking into other people's worlds — eighteen civilian communities, each with its own people, its own fears, its own map — and building the bridge between what they needed and what the system could deliver. I didn't know the title for it back then. Turns out it's the job description I've been living ever since.
Today I ship AI systems into places software rarely reaches gracefully: an IBM boardroom, a medical center's intranet, a Hebrew-speaking law office. I build the things I use — AutoMates started as my own workflow problem and is now the factory that ships everything else on this page.
Same year: full CS course load, a 200-day intelligence deployment, Polaris delivered to IBM Israel. That's not a hero story — it's how I'm wired. Depth when there's time, speed when there isn't. And any process that repeats twice becomes code the third time.
Hebrew · English · Russian — off the clock: salsa, guitar, skiing, good coffee.
Real-time, high-stakes — where the delivery instinct was forged.
Plugged into Israel's GenAI scene.
Active in the groups where new tools and patterns land first.
LinkedIn posts and GitHub commits — shipped work with receipts.
Structured product reviews for peers — security, UX, market fit.
No forms here. Pull up a chair — the coffee's already on.
Prefer a real coffee? natan.vish100@gmail.com