11k-star repo curates 300+ real ML system design case studies from 80+ companies
mdancho84 · x · 2026-10-27
A GitHub repository, A-Curated-List-of-ML-System-Design-Case-Studies, has racked up 11k stars and 1.7k forks by curating 300+ real-world ML system design case studies from 80+ companies.
- Cases are organized by industry and ML use case, drawn from engineering blogs of Netflix, Airbnb, DoorDash, Stripe, Uber, Pinterest, Zillow, GitHub, and more
- Example topics: Stripe Radar fraud detection, Uber airport demand forecasting, Microsoft using LLMs to diagnose production incidents, Zillow's Neural Zestimate, DoorDash courier wait-time optimization
- Author's argument: the real hiring signal is whether you can ship a workflow that creates a business outcome — these are the projects that actually get built
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