Shashank-Tripathi-07/awesome-ml-systems-engineering

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

a personal collection of my notes for ml sys

Learning notes for understanding modern Machine Learning System.

Curated collection of AI inference engineering resources — LLM serving, GPU kernels, quantization, distributed inference, and production deployment. Compiled from the AER Labs community.

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

AI Infrastructure Performance Engineer Learning Track - GPU optimization, inference optimization, and cost reduction

A curated list of awesome tools, frameworks, platforms, and resources for building scalable and efficient AI infrastructure, including distributed training, model serving, MLOps, and deployment.

A curated list of references for MLOps