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WEEK 11

(August 13, 2025)

Attendees:​

Engagements​

This week we integrated automation of raising a PR from the retraining pipeline. In this feature, we implemented the PR functionality into the pipeline with;

  • Extraction of retraining model metrics from workflow
  • Creating a new branch for each retraining triggered, and saved with timestamp
  • Automated PR raising using GitHub bot
  • Integrated metrics as PR description

I also fix the existing preprocessing and decluttering process to maintain DataFrame alignment while pipeline is running;

  • Updated preprocess_data and declutter_data to return Series with original index
  • Ensured copyright column is updated in-place without breaking row alignment
  • Resolved the length mismatch errors during pipeline execution

Meeting Discussion:​

  • This week, I discussed with my mentors on what i have done so far regarding creation of a new PR through a different branch.
  • I was able to present and show them the PR that were raised from what when we tested the functionalities

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Subsequent Steps​

I will be continuing with solving some errors like the precision that wasn't showing in the metrics of the PR raised, among others.