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

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

A collection of resources to learn about MLOPs.

Starter Django project strive for majestic monolith

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

Distributed Task Queue (development branch)

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Python logging made (stupidly) simple

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

The Triton backend for the PyTorch TorchScript models.

Segment Anything in High Quality [NeurIPS 2023]

Ultralytics YOLO11 🚀

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

《머신러닝 시스템 디자인 패턴》 예제 코드

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

An open source trusted cloud native registry project that stores, signs, and scans content.

Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.

🎨 Diagram as Code for prototyping cloud system architectures

FastCRUD is a Python package for FastAPI, offering robust async CRUD operations and flexible endpoint creation utilities.

An extendable async API using FastAPI, Pydantic V2, SQLAlchemy 2.0, PostgreSQL and Redis.

Loki: Open-source solution designed to automate the process of verifying factuality

Code for the online course "Deployment of Machine Learning Models"

The Universe of Data. All about data, data science, and data engineering

The Universe of Evaluation. All about the evaluation for LLMs.

Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos

Open-source feature management platform

A set of exercises to prepare for Certified Kubernetes Application Developer exam by Cloud Native Computing Foundation

Accelerating new GitHub Actions workflows

The realtime kanban board for workgroups built with React and Redux.

WIP: Roadmap to becoming a machine learning engineer in 2020