Rasmus Hurup Hansen Freelance systems development
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Articles

The things I end up explaining anyway

The same questions come up with almost every new client. The answers are written down here, so you can read them in peace instead of us spending a meeting on it.

FIG. 01 Index
Written 2026-08-26
Reading time 6 min

Translation without a token bill

PlantGeekz ships in 16 languages. Some is written with a paid model, the rest translated on our own GPU. Why the cheap model is not a shortcut when the text is full of botanical names.

  • Ollama
  • translategemma
  • fastText
  • i18n
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Written 2026-08-26
Reading time 6 min

Plant recognition on our own GPU

How PlantGeekz puts a name on a plant photo with BioCLIP 2 on our own GPU. What it can do, what it cannot, and why keeping it at home is an advantage.

  • BioCLIP 2
  • PyTorch
  • GPU
  • Docker
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Written 2026-08-11
Reading time 4 min

Large data volumes

What happens to a system when the tables grow from a hundred thousand rows to twenty million. What it costs not to have the data model under control, and what I do about it.

  • MySQL
  • Data modelling
  • Performance
  • Operations
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Write a few lines about what you are dealing with. I will come back with what I think, including if the answer is that someone else would do it better.