Please read carefully

[zeydabadi]

Greetings Everyone,

We utilize GitHub Discussions as a means of communication.

While the participating organizations for GSoC 2025 have not been officially announced, it would be beneficial for us to initiate introductions and familiarize ourselves with one another. You are encouraged to respond to this discussion thread, providing information about yourself and the projects you are involved with.

A few comments to get you started:

Please go through the project ideas list and find the idea(s) that you are interested in.

Please ask your questions in the relevant channels for existing projects. Questions and discussions on projects are discussed in this repository:
https://github.com/NISYSLAB/Emory-BMI-GSoC/discussions

Please be specific when you ask a question:
"Hi, I am X from Y. I need help to start applying for project Z" is unlikely to receive any useful reply. Because the project ideas are intentionally left brief to allow the interpretations from the contributors in their proposals. If you have specific questions (rather than "help me get started"), please feel free to ask at any time!

Happy coding! Looking forward to working with you soon.

Interested students: Please add your email to your post.

[kartikbhtt7]

Hello everyone, 👋
This side Kartik Bhatt, a third year undergraduate student pursing Bachelor in Technology in Computer Science from Netaji Subhas University of Technology.
Last year, I had the opportunity to work with 'Samagra Governance' as a C4GT project intern in their open-source program, collaborating with the data science team on projects involved with machine learning and computer vision systems. I have solid experience in ML, DL, CV, and natural language processing, along with pretty good backend development skills. I am highly enthusiastic about research projects and enjoy discussing them. Would love to contribute with everyone.

email -> [email protected]

Thankyou
Warm Regards

[Andrei-Stefan20]

Hello everyone,

My name is Andrei Alexandru Stefan, and I am a Master's student in Computer Science with a focus on Artificial Intelligence. I hold a Bachelor of Science in Computer Science from the University of Bari Aldo Moro (Italy) and currently work as a Full Stack Developer.

I have experience working with various technologies across both front-end and back-end development, and I am particularly interested in applying AI techniques to real-world problems.

Speaking from a more practical research perspective, I have worked on several interesting projects. One of them was my Bachelor's thesis, which aimed to expand upon the study presented in this paper: https://www.mdpi.com/2079-9292/9/6/881. The CNN used in that research proved to be effective but had limitations in terms of usability and cell detection. My thesis focused on enhancing this approach by implementing real-time automatic cell detection. I integrated and tested various computer vision models, optimizing them for the specific application domain.

Another notable project I worked on involved behavioral pattern recognition. By analyzing event logs of human activities such as sleeping, eating, and personal hygiene, I reconstructed behavioral maps to understand an individual's daily routine. This approach allows for continuous behavioral monitoring and anomaly detection, which, while potentially concerning in some contexts, has valuable applications in monitoring patients with chronic illnesses or individuals at risk of severe depression. For example, such a system could help detect early warning signs of suicidal tendencies in prisons, where suicide prevention is a major concern.

Additionally, I developed a platform that integrates appointment management, data saving, card management, and a viewer, with 3D space modeling specifically designed for the dental field. This system provides a comprehensive approach for organizing and visualizing patient data in a 3D space, making it easier for practitioners to manage patient appointments and track their treatment progress.

These are the experiences that are most relevant to what you might find interesting.

I have wanted to participate in Google Summer of Code for a long time, and your organization is the one that inspires me the most and aligns perfectly with my interests. I love solving problems, and I love it even more when I can do so in the medical field.

Looking forward to working with you all!

Email: [email protected]

[PythonHacker24]

Hello everyone,

My name is Aditya Patil. I am a third-year BTech student in electrical engineering at the National Institute of Technology Hamirpur. I am a seasoned backend engineer with a background in security and work experience in startup environments and consulting clients. I am on a professional break to focus on research, publish papers, and build my products.

My expertise is in building scalable backend solutions and system designs. I have a few projects in electronics and security as well. I was an avid CTF player back in the days. My last research paper was on Industrial Control Systems published in IEEE.

I am bit of a diverse person working on a lot of things, the README.md on my LinkedIn and GitHub profiles contains everything you need to know about me. If you find anything interesting, feel free to contact me. I would be more than happy to continue the conversation.

LinkedIn: https://www.linkedin.com/in/aditya-patil-260a631b2/
GitHub: https://github.com/PythonHacker24

Looking forward to building something great.

Email: [email protected]

[amirayasser1]

I recently watched a TEDx talk on AI ethics in healthcare, focusing on bias and transparency challenges. These issues are critical, as biased AI models can lead to disparities in diagnosis and treatment, while transparency is essential for trust and accountability.
As a biomedical engineering student with experience in medical image analysis, frontend web development, data visualization, and AI applications in healthcare, I'm particularly interested in how we can address these challenges, I’m open to discussion and always eager to explore topics related to AI in the medical field. Looking forward to your insights!

Email: [email protected]
LinkedIn: https://www.linkedin.com/in/amira-yasser1/
GitHub: https://github.com/amirayasser1

[Kannav02]

Hello Everyone!

I'm Kannav Sethi , a 4th Year Software Engineering Student @ Seneca Polytechnic and I am currently working as a Research Assistant for A Computer Vision and Deep Learning Project. My experience includes building ML models for document processing, computer vision applications, and cloud-based automation.

In addition to my academic projects, I have been actively contributing to open-source, including:

• DiceDB – A database built in Go, similar to Redis.
• 2D Game Development – Contributions to an open-source game project.
• VS Code Source Code – Improvements and bug fixes in Microsoft's VS Code repository.
• Various TypeScript & Python projects – Contributions across different indie repositories.

Beyond coding, I also enjoy sharing my knowledge through technical blogging, where I document my learnings and experiences. You can find my blog here: Blog Link

I am particularly excited about contributing to Open-Source Framework for Advanced EEG Data Analysis as it deeply aligns with my interest in deep learning and self-supervised learning. I am eager to work with EEG data, optimize foundation models, and apply cutting-edge ML techniques to enhance signal analysis.

I look forward to the possibility of working on this project

Thank You,
Kannav Sethi

Email : [email protected]
Portfolio : https://www.kannav.dev/