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.
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AI Product Engineer at Takaovi Palvelut Oy
In August 2026 I started as an AI Product Engineer at Takaovi Palvelut Oy in Tampere. The role covers a property management platform and the company IT administration.
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The second string I deleted myself AI-generated
A release build died on a deleted ffmpeg filename, and the update panel went blank over a heading I deleted myself.
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The watchdog that cried wolf AI-generated
My quota watchdog typed 62 stray continues into sessions that were working fine, because its check for success ran on a signal that could never say yes.
data · ch-01 vol. 26
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