Data platforms
Building and operating data pipelines and platforms. Azure, Databricks, Spark, SQL, and the details that make them reliable.
Helsinki, Finland
I'm Santeri, a data and platform engineer with a full-stack background.
I build systems, untangle problems, and like to understand how things work. In my free time, I have grandiose aspirations for my amateur golf career.
01 / Work
From data to something useful.
Practical AI
Connecting AI tools to useful data, with clear permissions and boundaries. Starting with the problem, not the technology.
End-to-end software
From the interface and API to the database and deployment. A full-stack perspective on getting things built and keeping them running.
Have a data, AI, or software problem to untangle? I'd like to hear about it.
02 / Writing
Notes along the way.
No posts yet.
This is where I'll share what I learn about data, AI, software, and the world beyond them.
03 / Away from work
The daily check-in.
On the scoreboard
Final results, not liveHockey's latest completed game day and football's recent fixtures. Home team first.
NHL Finnish points included
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Liiga Latest game day
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Premier League Recent fixtures
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Finnish NHL points: goals and assists in each game, including goaltenders when reported. Source corrections may arrive later.
A little good news
From Helsingin Sanomat's Hyviä uutisia. Headlines stay in Finnish; some articles require a subscription.
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Linked headlines only. This reading list and its RSS feed are unofficial, not operated by HS.
A conversation is a good start
Something on your mind?
A project, a question, or a shared curiosity. My inbox is open.