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Blog

Notes on software, embedded systems and AI. Most of them started as notes I took while building something.

3 posts

  • 2 min read

    Fitting a 1.1 KB model onto an STM32

    For bearing fault detection, five models performed almost identically. The choice came down not to accuracy but to the microcontroller's memory: 289 parameters, ~1.1 KB in float32.

    • tinyml
    • stm32
    • signal processing
  • 2 min read

    Why I chose my OCR engine by measuring

    To read the screen of a production machine with no data output, I compared three OCR options on accuracy, latency, and cost. The winner wasn't the most "powerful" one — it was the one that fit the field best.

    • ai
    • ocr
    • embedded