Hello Scikit-learn team,

My name is Ayan Dey, and I am a 2nd-year B.Tech student specializing in
Artificial Intelligence & Machine Learning.
I have experience working with Python, LLM APIs, and AI-powered
applications, and I am currently building and deploying real-world AI
tools.

I am interested in contributing to Scikit-learn as part of my preparation
for GSoC 2026, and I would like to get familiar with the codebase,
development workflow, and ongoing priorities.
I have already gone through the documentation and contribution guidelines
and am exploring the open issues on GitHub, especially those marked as
“good first issue.”

I’d appreciate any advice on:
- Which areas or modules could use beginner-friendly contributions right
now?
- How contributors usually coordinate on feature discussions or bug fixes
here?
- Any resources you recommend for better understanding Scikit-learn’s
internals?

I look forward to collaborating with and learning from this amazing
community.

Best regards,
Ayan Dey
GitHub: [https://github.com/35250]
LinkedIn: [www.linkedin.com/in/ayandey212105242]
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