Skip to content

portfolio · 2026

full-stack developer · finland

Mikko Numminen

MIKKO
NUMMINEN

about

A short introduction.

I'm an AI Product Engineer at Takaovi Palvelut Oy in Tampere, where I work on a property management platform and run the company IT. In my own projects most of the work has been around language models, where I spend most of my time babysitting them, because a model that's wrong and sure of it is a special kind of problem. I got here in 2022 after 24 years selling hardware, so I'm the guy who reads the manual and still expects the thing to break. I build the whole thing, from the database to the screen, and I measure what I build. Sometimes I measure it, publish it, and then find out the measurement was the broken part, which is a humbling way to learn that the instrument needs checking too.

writing

Latest entries.

All entries

data · ch-01 vol. 26