@techNmak: Google. Amazon. Microsoft. Netflix. 300+ real ML system design case studies from ~80 companies. I found a repo that bre…
Summary
A tweet promoting a GitHub repository containing over 300 real ML system design case studies from major companies like Google, Amazon, Microsoft, and Netflix, aiming to teach how production ML systems are actually built.
View Cached Full Text
Cached at: 06/29/26, 12:21 AM
Google. Amazon. Microsoft. Netflix.
300+ real ML system design case studies from ~80 companies.
I found a repo that breaks down how production ML systems are actually built, not the toy examples. The real ones.
If you’re serious about ML, data, or engineering leadership, studying why systems were designed a certain way is one of the highest-ROI skills you can develop.
Save it. Learn. Repost.
Link in next tweet.
Here’s the GitHub:
Similar Articles
@DanKornas: Stop learning LLM system design from random diagrams. genai-llm-ml-case-studies is a curated GitHub collection of 500+ …
A curated GitHub collection of over 500 real-world GenAI, LLM, and ML system design case studies from 130+ companies, organized by industry, use case, company, and architecture pattern. Open-source under MIT license.
@_vmlops: A guy landed offers from Google, LinkedIn, Snap, Coupang, and StitchFix during his ML interview run. That kind of insig…
A developer published his ML interview prep guide on GitHub for free, based on real questions he received from Google, LinkedIn, Snap, Coupang, and StitchFix, covering study plans, coding, stats, system design, and more; the repo now has 12.4k stars.
@amanaryan23: 𝗛𝗲𝗿𝗲 𝗶𝘀 𝘁𝗵𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 𝗜 𝗰𝗼𝗺𝗽𝗶𝗹𝗲𝗱 𝗮𝗳𝘁𝗲𝗿 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗶𝗻𝗴 𝗵𝗼𝘄 𝗲𝗻�…
A compiled roadmap showing how engineers at Google, Microsoft, Meta, Amazon, and Netflix build real systems.
@techNmak: The ultimate AI/ML learning stack. From fundamentals to production systems. 20 books. 5 categories. Fundamentals: → Han…
A curated stack of 20 books across 5 categories for learning AI/ML from fundamentals to production systems.
@mdancho84: RIP toy projects. If your portfolio doesn’t touch real business problems, you’ll get filtered out. Here are 300+ real M…
This tweet promotes a free collection of over 300 real ML system case studies from top companies, arguing that toy projects are insufficient for building a strong portfolio.