Dear NumFOCUS GSoC Team,
My name is Ather Assadullah, and I am writing to express my strong interest in contributing to NumFOCUS projects as part of Google Summer of Code 2026.
I am a passionate future AI/ML engineer with a strong foundation in Python and its data science ecosystem. I have been building my skills through hands-on learning and am eager to apply them to real-world open-source projects under the NumFOCUS umbrella.
My Technical Background:Core Skills: Python, pandas, NumPy, Matplotlib, scikit-learn
Machine Learning: Completed Google's Machine Learning Crash Course (basics)
Additional Skills: Digital Marketing, Prompt Engineering, Graphic Design
I am particularly drawn to NumFOCUS because it supports exactly the tools I use and love—pandas, NumPy, Matplotlib, and scikit-learn. Contributing to these projects would be a dream opportunity to learn from experienced mentors while giving back to the community that has enabled my learning journey.
My Commitment:I understand that NumFOCUS values hands-on contribution over introductory emails . I am committed to:
Reviewing project ideas from sub-organizations that match my skills
Starting with beginner-friendly issues to learn each project's codebase
Reading and following each project's contributing guidelines and Code of Conduct
Engaging actively with the community on their communication channels
Making meaningful contributions before the application period
I would appreciate guidance on:
Which NumFOCUS sub-organizations are actively seeking GSoC 2026 contributors
The best way to start contributing to projects like pandas, NumPy, Matplotlib, or scikit-learn
Any community events, meetings, or communication channels where I can connect with mentors
I have subscribed to this mailing list and will be monitoring for updates. I am eager to begin contributing and would be honored to participate in GSoC 2026 under the NumFOCUS umbrella.
Thank you for your time and consideration. I look forward to engaging with the community.
Best regards,
Ather Assadullah
Email: peera...@gmail.com
GitHub: https://github.com/ather-ops
Location: hyderabad,India