Helsinki – Live Public Traffic
A live map tracking Helsinki metro, trams and ferries in real time, built on HSL's open Digitransit / HFP v2 MQTT feed. — Reaaliaikainen kartta Helsingin…
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Helsinki traffic accident map
Interactive Helsinki traffic accident hotspots map (2000–2024), built from open city data. Explore accident concentration by year and road-user category,…
1 Comment3 Minutes
Unleashing LLM on YouTube
Pulling transcripts from YouTube videos and feeding them into a local LLM turned passive watching into active learning. This post shares how I automated the…
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From PDFs to Conversations: Testing GPT4All’s LocalDocs
Large language models are often used as cloud services, but there is a growing case for running them locally. Tools such as GPT4All and Ollama allow you to…
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The Baltics by train
The Baltics by train: A slow family journey across Estonia, Latvia, and Lithuania Three cities, three countries, and one gentle-paced summer journey by train…
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Building a Civic-Scale Threat Monitoring Tool — With No-Code + AI + Coffee
What started as a simple thought — "How do I assess the actual threat level in these current geopolitically unstable times?" — quickly evolved into a deeply…
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Santa Fe
Perheemme, joka koostuu kahdesta aikuisesta ja kahdesta teinistä, lähti Helsingistä autolla Rukalle viettämään uuttavuotta. Matkaa kertyy reilu 800 kilometriä…
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Pushing the boundaries
A look at how emerging technologies reshape creative practice, learning design and the ways we communicate ideas. This post reflects on experimentation,…
1 Comment13 Minutes
