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jonnor/README.md

Hi there 👋

👋 Hi there, I'm Jon Nordby.

Summary

Machine Learning Engineer with background in software and electronics/embedded.

These days, I am particularly interested in Machine Learning + microcontrollers ("TinyML"), and Machine Learning + Audio ("Machine Hearing").

In my spare time I maintain the emlearn open-source software for efficient and convenient ML models on microcontrollers. I also provide a few learning resources on Machine Learning for Embedded, and Machine Learning for Audio.

Top Skills 😎

Machine Learning & Data Science (6 years)
Python (13 years)
C (10 years)
Embedded / IoT development (10 years)
Image Processing (10 years)
Audio Processing (10 years)
Open Source development (13 years)
Linux/Unix Programming (13 years)

Mentoring

I provide technical mentoring around the areas I am a subject matter expert in.

For initial requests, contact me on Codementor

Education 🎓

  • Master of Data Science. Norwegian University of Life Sciences
  • Bachelor in Electronics Engineering. University of South-Eastern Norway

Hobbies

Digital fabrication. 3d-printing, CNC machining, laser-cutting.

Pinned Loading

  1. emlearn/emlearn Public

    Machine Learning inference engine for Microcontrollers and Embedded devices

    Python 608 60

  2. machinehearing Public

    Machine Learning applied to sound

    Jupyter Notebook 269 48

  3. embeddedml Public

    Notes on Machine Learning on edge for embedded/sensor/IoT uses

    Jupyter Notebook 267 32

  4. ESC-CNN-microcontroller Public

    Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks

    Jupyter Notebook 102 20

1,055 contributions in the last year

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Activity overview

Contributed to emlearn/emlearn-micropython, jonnor/embeddedml, jonnor/leaf-clustering and 25 other repositories
Loading A graph representing jonnor's contributions from April 21, 2024 to April 24, 2025. The contributions are 94% commits, 3% pull requests, 3% issues, 0% code review.   Code review 3% Issues 3% Pull requests 94% Commits

Contribution activity

April 2025

Created 1 repository
  • jonnor/galearn Verilog Built by @mastensg
    This contribution was made on Apr 17

Created a pull request in emlearn/emlearn-micropython that received 2 comments

extmod: Start support for cmake RP2040/ESP32

References #19

+123 −10 lines changed 2 comments
Opened 5 other pull requests in 2 repositories

Created an issue in emlearn/emlearn-micropython that received 4 comments

Add/test support for RISC-V

It seems that the natmod support for RISC-V architecture may have gotten into a useful place now in MicroPython after 1.24. This is the architectur…

4 comments
Opened 1 other issue in 1 repository
mattytrentini/mpbuild 1 open
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