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Feature/diabetes ml pipeline#31

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shsarv4 merged 10 commits intoshsarv:mainfrom
mtandrita:feature/diabetes-ml-pipeline
Mar 18, 2026
Merged

Feature/diabetes ml pipeline#31
shsarv4 merged 10 commits intoshsarv:mainfrom
mtandrita:feature/diabetes-ml-pipeline

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@mtandrita
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📌 Summary

This PR adds a comprehensive README documenting the end-to-end diabetes prediction ML pipeline and my contributions to the project.

🚀 Contributions

  • Modular ML pipeline design
  • Data preprocessing workflow
  • Model training and evaluation setup
  • Experimentation framework for model comparison
  • CLI-based inference documentation
  • Deployment-ready project structure

🗂️ Structure Explained

The README clearly documents:

  • Dataset organization
  • Model and scaler artifacts
  • Experiment runner
  • Training, evaluation, and prediction scripts

📎 Disclaimer

This repository is a fork of an existing project.
All enhancements, restructuring, and ML pipeline components documented in this PR were implemented independently as part of my learning and internship preparation.

@mtandrita mtandrita marked this pull request as draft January 1, 2026 13:24
@mtandrita mtandrita marked this pull request as ready for review January 1, 2026 13:28
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@shsarv4 shsarv4 left a comment

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Everything looks good..

Copilot AI review requested due to automatic review settings March 18, 2026 16:36
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Copilot was unable to review this pull request because the user who requested the review is ineligible. To be eligible to request a review, you need a paid Copilot license, or your organization must enable Copilot code review.

@shsarv4 shsarv4 merged commit 22fa790 into shsarv:main Mar 18, 2026
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3 participants