Chip Huyen

aie-book. [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

DMLS Book. I compiled summaries and resources for Chip Huyen's machine learning systems book.

ML Interviews Book. I wrote a free book on preparing for machine learning job interviews.

Sniffly. I built a dashboard that analyzes how you use Claude Code and finds your problem areas.

chiphuyen.

ML Systems Design. I wrote a booklet on building AI systems for production.

Pandas Things. I collected the pandas quirks that made my data work faster.

lazynlp. Library to scrape and clean web pages to create massive datasets.

coding-exercises. My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

Sotawhat. I built a tool that reads new research papers and summarizes them for you.

Stanford TensorFlow Tutorials. I made working code examples for Stanford's AI model course.

python-is-cool. Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

TensorFlow Short Course. I wrote code examples for O'Reilly's TensorFlow beginner course.

Metaflow Transformers Tutorials. I made tutorials showing how to train AI models locally and scale them to the cloud.