Popular GitHub Repositories for System Design

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

Create architecture diagrams from code automatically using large language models (LLMs).

? Decoding ML articles hub: Hands-on articles with code on production-grade ML

7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long community with a similar mindset. 3. strong grip on fundamentals that the advanced concepts will be easy to understand.

"Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" by Jiarui Li and Ye Yuan and Zehua Zhang

Paper list of federated learning: About system design

A toolkit for exploring the vast landscape of AI.

GenSysAI is an experimental tool based on LLM that can help you design a distributed system from a well defined problem statement.

The Kidney Disease Classification project is a comprehensive machine learning pipeline designed to classify kidney disease using advanced tools like MLflow and DVC. It emphasizes reproducibility, scalability, and deployment readiness. The project leverages a modular design, enabling efficient experimentation and deployment in cloud environments.