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Engineer1999 /A-Curated-List-of-ML-System-Design-Case-Studies

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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.

Stars
11,088 stars
Forks
1,680 forks
Language
Not reported
License
Not reported
Created
May 18, 2024
Last push
Aug 5, 2025
Updated
Nov 4, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • Awesome list from the readme: Each case study is sourced from detailed blogs, papers, or articles about ML systems developed in-house, providing genuine and firsthand insights.

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an errorwith the form at the end of this page.

In the Repository Index since Oct 22, 2026, from the starting dataset of the index.

Star History

192 days recorded, Apr 26, 2026 – Nov 3, 2026 (UTC). Net change +1,113 stars.

Stars at the end of each day11,088 now
10K
Apr 26, 2026Nov 3, 2026
Net stars each dayhighest +135
+135 on Jun 28, 2026
Apr 26, 2026Nov 3, 2026

The star count of each day is the latest count minus the net stars of the later days.

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Timeline

It gained stars on 162 of the 192 days recorded since Apr 26, 2026.

Its largest 7 days were Jun 28, 2026 to Jul 4, 2026: 305 stars.

In the 30 days to Nov 3, 2026 it got 84 stars, 50% more than in the 30 days before.

  1. Created on the Repository Host
  2. Latest push
  3. Reached 10,000 stars, 713 days after it was created
  4. +65 stars in one day
  5. Largest star day recorded: +135 stars
  6. +86 stars in one day
  7. Entered the Repository Index from the Seed Dataset

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 14 Observations, Oct 22, 2026 – Nov 4, 2026. Forks +4. AwesomeRepos saw a new push on 0 of 13 days.

Forks1,680
  1. Oct 23, 2026: no new push
  2. Oct 24, 2026: no new push
  3. Oct 25, 2026: no new push
  4. Oct 26, 2026: no new push
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  10. Nov 1, 2026: no new push
  11. Nov 2, 2026: no new push
  12. Nov 3, 2026: no new push
  13. Nov 4, 2026: no new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos last read these facts from GitHub on Nov 4, 2026. How AwesomeRepos defines each check

Maintenance

1 of 4 checks

  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • No: A push in the last 90 days

    Last push on 2025-08-05, 456 days ago. Source

  • No: Commits in the last 13 weeks

    0 commits on the default branch in the last 13 weeks (GitHub, 2026-11-04). Source

  • No: Commits in 26 or more of the last 52 weeks

    Commits in 0 of the last 52 weeks (GitHub, 2026-11-04). Source

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Commits on the default branch each week, the oldest week at the left.

Releases

0 of 3 checks (1 without data)

  • No: A release in the last 365 days

    No GitHub release (read on 2026-11-03). Source

  • No data: The newest release tag is a semantic version

    No data: no release.

  • No: A changelog file at the root

    No changelog file at the root (GitHub, 2026-11-04).

Security practice

0 of 1 check

  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-04).

OpenSSF Scorecard has no result for this repository from the last 90 days.

Community files

0 of 3 checks

  • No: A licence

    GitHub finds no licence. Source

  • No: A contributing guide

    GitHub finds no contributing guide (GitHub, 2026-11-04).

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-04).

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

GitHub has no dependency graph for this repository (scanned on Nov 4, 2026).

No scanned repository names a package from this repository.

Uses (in the index) · 0

None.

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package. A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 4, 2026: 11,088 stars, 1,680 forks, last push Aug 5, 2025, not archived. One of 14 Observations since Oct 22, 2026.

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