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Spinkoo/README.md

👋 Hi, I'm Spinkoo!

🧠 AI Engineer | 🛠️ Open Source Toolmaker | ♟️ Quirkiness Enthusiast

Welcome to my corner of GitHub!
I build open-source AI and computer vision tools that (hopefully) make life easier for humans, robots, and the occasional overambitious Roomba.


🚀 What I Do

  • AI Engineering: I create R&D roadmaps, prototype wild ideas, and implement AI-driven solutions (sometimes before my coffee).
  • Open Source: Check out my repos for libraries and tools—if they break, consider them features.
  • Prototyping: I love turning “what if?” into “look, it works!”

🎯 Projects

Want to see what I'm working on? Here are some highlights:

A bridge for reinforcement learning research: connect Matlab environments with PyTorch-based RL agents.
Ideal for researchers wanting to leverage the best of both worlds (Matlab’s simulation power + PyTorch’s deep learning flexibility). Enables fast prototyping for RL workflows.


Python bindings for the efficient C++ OctoMap library.
Great for 3D reconstruction, mapping, and robotics. Built with Cython, it bridges Python and high-performance C++ code.
Topics: 3D, mapping, wrappers


A Python runtime interface engine for Matlab simulations.
Lets you connect Python code directly with Matlab/Simulink workflows. Perfect for scientists and engineers living that double life!
Topics: interface, matlab, simulink


Compress, deploy, and run YOLOv7 for object detection on low-cost microcontrollers.
Brings deep learning to embedded devices (think: AI on a chip!). Supports ONNX, quantization, and STM32AI.
Topics: deep-learning, microcontroller, object-detection


📫 Where to Find Me

  • LinkedIn (Because even AI engineers need a professional side.)

🏞️ When I’m Not Coding

  • Getting checkmated in chess by 12-year-olds online
  • Hiking (because GPUs can’t give you fresh air)
  • Reading books—sometimes about AI taking over the human world, sometimes about humans raising dragons

🎨 My Philosophy

“Power is given only to those who dare to lower themselves and pick it up”
— Just like in edge computing


Thanks for stopping by—star a repo, open an issue, or just say hi!
(If you’ve read this far, you deserve another cookie 🍪 the GitHub page probably already offered you one..)

Pinned Loading

  1. Matlab2TorchRL Matlab2TorchRL Public

    This project is a pipeline that connects a Matlab simulation (Simulink) to an OpenAI Gym wrapper for PyTorch Reinforcement Learning using the DQN algorithm.

    MATLAB 21 4

  2. pyoctomap pyoctomap Public

    Python bindings for the efficient C++ OctoMap library

    Cython 13 1

  3. Region-Growing Region-Growing Public

    Region growing segmentation algorithm using python

    Python 33 11

  4. Embedded-Yolov7 Embedded-Yolov7 Public

    Compress, Deploy and Inference YOLOv7 on low-cost MCUs

    Python 9

  5. Matlab2Py Matlab2Py Public

    Python runtime interface engine with Matlab simulations

    Python 6 2

  6. Open3DWSL Open3DWSL Public

    Build Open3D for python & C++ packages with cuda support on Windows

    Python 5