Contribution for GSoC 2025 - Sentiment analysis Project

[AndreP-git]

Hello everyone!

I hope I’m reaching out in the right place. :)

I'm Andrea Proia, an AI-HPC researcher, and I'm very interested in contributing to the project "Comparative Analysis and Fine-Tuning of Sentiment Models for Improved System Integration" for GSoC 2025. I was wondering if this is the relevant part of the codebase for the project.

To get hands-on experience, I’m exploring the repository, and I’d love to start contributing. Would it be possible to tackle some related issues or get in touch with the potential mentor to better understand where I can be most helpful?

Looking forward to your guidance, and I appreciate your time in advance!

[Sanyam0101]

Hello everyone ,
My name is Sanyam Garg i am AI/ML engineer and I’m excited to contribute in Google Summer of Code 2025. Love to connect with all mentors and show my potential towards the projects. i previously contributed in GSSOC and SWOC also . Proficient in Python, C/C++, and web development. I am very interested in and eager to contribute to the project "Comparative Analysis and Fine-Tuning of Sentiment Models for Improved System Integration"."I’m excited to propose a project focused on optimizing sentiment analysis models for RUXAILAB, ensuring they’re both performant and scalable for real-time and batch processing scenarios."

Looking forward to your guidance, and I appreciate your time in advance!

[Vinaycodes23]

Hello guys,
I am Vinay an aspiring developer looking to make my first meaningful contributions to the open source community. While I'm new to open source collaboration, I bring enthusiasm and a strong desire to learn from experienced developers while contributing to projects that make a difference.
Technical Background
I have experience working with Python and JavaScript, having completed several personal projects and coursework in software development. I'm comfortable with basic web development concepts and have been learning about speech recognition technologies, which sparked my interest in this transcription tool project.
I believe in the power of collaborative development and want to be part of a community that creates accessible tools for everyone. This transcription project particularly interests me because it combines my technical interests with practical applications in usability research.
Pleasure to work with you all

[SaurabMishra12]

Hello everyone,

I’m Saurab, a second‑year BS‑MS student at IISER Thiruvananthapuram majoring in Computational Mathematics, with a strong passion for data science, AI, and NLP. Over the past year, I’ve been involved in multiple research projects and have several publications currently under review at high‑impact venues such as ACL. I’ve also:

Integrated the Fine tuned LLMs into my web app Step Mentor( https://youtu.be/RVKZBXkMGrI?si=9a6EG7Mg5YtSu50E )

Worked extensively with multi‑agent system frameworks like CrewAI and LangGraph

Fine‑tuned multiple sentiment analysis models and several LLMs, with code and model artifacts available in my Hugging Face repository

I’m excited to contribute to the “Comparative Analysis and Fine‑Tuning of Sentiment Models for Improved System Integration” project for GSoC 2025, optimizing models for both real‑time and batch processing scenarios. I look forward to collaborating with mentors and the community to make this project a success!