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system-design

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This project is an end-to-end example of the transition from a simple "ML Pipeline" (Jupyter Notebook) demo to a "Production-Level ML System", based on the principles of the Modern ML Engineer Manifesto. The project's goal is to build a packaged (Docker) and clean (audited with pre-commit) API capable of serving multiple models.

  • Updated Nov 12, 2025
  • Jupyter Notebook

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