I see friction everywhere and I just build the fix.
STUHI · Core team · Finance & operations
The mission
STUHI exists to meet the people our age who are already building, and put something real behind them. Not a mentorship poster. Rooms, money, and people who pick up the phone.
What I run
Finance, internal operations and the infrastructure underneath both. Budgets, banking, and the systems the team works in every day. The finance workflow was a spreadsheet, so I replaced it with software and onboarded the people using it.
Now · Under NDA
A stealth startup. I can't share details, and I'm not going to pretend otherwise with a vague product line. What I can say is that it's the most demanding thing I've built and the fastest I've ever learned.
The rest of it
My own AI lab
Training my own language model, and pushing AI into places it doesn't normally go. Most of that work turns into tools: a CFD pipeline that takes a rocket airframe and returns real aerodynamic findings instead of a folder of raw output, an AI bridge into OpenRocket, and another into Blender.
Rockets
I design them, print them, fly them, and fix what breaks. The first one came back in one piece and taught me everything the simulation couldn't. The current one exists to solve recovery. That's as much as belongs on a website.
Politics
I've interned at the Mayor's Office in Tampere and at a ministry with a Member of Parliament, formerly Minister of Employment. I went to understand how decisions actually get made, and where the gaps are.
MowisAI
An autonomous AI agent platform built for safe, production-grade execution of complex tasks.
Next
Studying quantum physics on the side, aiming for engineering at MIT. The longer goal is bigger than any one company: how economies get structured, and who gets to build.
Selected · 2023–2026
Open to talk
I like meeting people who build things. If any of this overlaps with what you do, write to me. I answer.