Latest
Learn how to deploy a quantized YOLOX model on the Raspberry Pi 5 for real-time object detection and tracking using the Raspberry Pi AI Kit.
Setting Up a Local Python Environment with Mamba for Machine Learning Projects on WindowsLearn how to install the Mamba package manager on Windows, set up a local Python environment, and install PyTorch and Jupyter for machine learning projects.
Notes on The Great Mental Models - Volume 1: General Thinking ConceptsMy notes from the book The Great Mental Models - Volume 1: General Thinking Concepts by Shane Parrish and Rhiannon Beaubien.
Notes on Brave New Words: How AI Will Revolutionize EducationMy notes from the book Brave New Words: How AI Will Revolutionize Education (and Why That's a Good Thing) by Salman Khan.
Notes on The Demon-Haunted World꞉ Science as a Candle in the DarkMy notes from the book The Demon-Haunted World꞉ Science as a Candle in the Dark by Carl Sagan and Ann Druyan.
Tutorials
Step-by-step tutorials for setting up essential tools and platforms, designed to provide a solid foundation for a diverse range of projects.
Fine-Tuning Image Classifiers with PyTorch and the timm library for BeginnersLearn how to fine-tune image classification models with PyTorch and the timm library by creating a hand gesture recognizer in this easy-to-follow guide for beginners.
Training YOLOX Models for Real-Time Object Detection in PyTorchLearn how to train YOLOX models for real-time object detection in PyTorch by creating a hand gesture detection model.
ONNX Runtime in UnityTutorials for integrating ONNX Runtime into the Unity game engine.
TensorFlow.js in UnityIn this tutorial series, we explore how to create TensorFlow.js plugins for the Unity game engine.
Notes
My notes from various books.
GPU MODE Lecture NotesMy notes from the GPU MODE (formerly CUDA MODE) reading group lectures run by Andreas Kopf and Mark Saroufim.
EducationMy notes from resources on education.
HistoryMy notes from resources on history.
Mastering LLMs Course NotesMy notes from the course Mastering LLMs: A Conference For Developers & Data Scientists by Hamel Husain and Dan Becker.
About Me
I’m Christian Mills, a deep learning consultant specializing in practical AI implementations. I help clients leverage cutting-edge AI technologies to solve real-world problems.
I combine hands-on experience with technical expertise and clear communication to guide projects from conception to deployment.
My Expertise
- Custom AI solution development
- Automated synthetic data pipelines
- Real-time object detection and tracking systems
- LLM integration and fine-tuning
- AI Strategy Consulting
Interested in working together? Fill out my Quick AI Project Assessment form or learn more about me.