GSoC 2026 – OpenCRE Module B (Noise Filter) Implementation – Feedback Request

[saikrishna-b-dev]

Hi, I’m Sai Krishna.

I’m currently preparing for GSoC 2026 and have selected OpenCRE Module B (Noise/Relevance Filter).

I have implemented a working prototype that:

• Fetches GitHub commits using the API
• Applies a scoring-based filtering system
• Uses LLM (Gemini) for validation in ambiguous cases
• Generates a labeled dataset with score and reasoning

Project link:
https://github.com/saikrishna-b-dev/opencre-filter

I would really appreciate your feedback on:

1. Improving filtering accuracy
2. Aligning the approach with OpenCRE requirements
3. Suggested next steps for contribution

Thank you for your time.
#832, #686 , #276