This is your work, valued
Scaling curiosity with compute
career-ops. Open-source AI job search: scan job portals, score listings A-F, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Gemini, Codex, OpenCode…)
★ 60kparameter-golf. Train the smallest LM you can that fits in 16MB. Best model wins!
★ 5.1kgstack. Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
★ 121kA-Curated-List-of-ML-System-Design-Case-Studies. This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
★ 11kai-engineering-resources. Research papers and blogs to transition to AI Engineering
★ 2.6kml-retreat. Machine Learning Journal for Intermediate to Advanced Topics.
★ 2.4kAccelerate-Deep-Learning-Inferences. In this repository, you will receive information (notebooks) of TensorFlow model optimization using TensorRT and TF-Lite. You will be able to: Understand the fundamentals of optimization using TF-TRT and TF-Lite, deploy deep learning models by reduced precision (FP32, FP16 and INT8) on the inference stage and calibrate the weights
★ 1ai-for-software-engineers. AI foundations for software engineers.
★ 1.3kresource-stream. GPU programming related news and material links
★ 2.2kC-Plus-Plus. Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
★ 34kPython. All Algorithms implemented in Python
★ 223kRust. All Algorithms implemented in Rust
★ 26ksystem-design-primer. Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
★ 357k100-Days-Of-ML-Code. 100 Days of ML Coding
★ 51kmachine-learning-systems-design. A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
★ 10kmachine-learning-interview. Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
★ 13kocean. Ocean is the in-house framework for Computer Vision (CV) and Augmented Reality (AR) applications at Meta. It is platform independent and is mainly implemented in C/C++.
★ 783professional-programming. A collection of learning resources for curious software engineers
★ 51kinterview-guide. An opinionated, actionable guide for software engineering interviews.
★ 4.3kalignment-handbook. Robust recipes to align language models with human and AI preferences
★ 5.6kscikit-learn. scikit-learn: machine learning in Python
★ 67k