Collaborate on Your Deep Clustering Project!

[saquib34]

Dear Dr. Mahmoud Zeydabadinezhad and Dr. Babak Mahmoudi,

I hope this email finds you both doing well. My name is Mohammad Saquib Daiyan, and I'm currently a third-year B.Tech Computer Science student at SRM University. Under the guidance of Dr. Haroon Rashid Lone at the Indian Institute of Science Education and Research, Bhopal, I've been delving into the fascinating world of Electrodermal Activity (EDA), commonly known as Galvanic Skin Response (GSR) signals.

While exploring projects that resonate with my research interests, I stumbled upon your project titled "A Framework for Unsupervised Deep Clustering" and I couldn't be more intrigued. The idea of developing an open-source framework that harnesses unsupervised deep-learning techniques for data clustering, especially in addressing low-resource scenarios, is incredibly captivating to me. Moreover, the focus on medical data, specifically EEG data, aligns perfectly with my aspirations.

I'm particularly drawn to this project because of my passion for exploring the potential of deep learning in data analysis, especially within the medical domain. Additionally, I have hands-on experience with Python programming and deep learning methodologies, including working with encoder and decoder architectures.

I am writing to express my genuine interest in contributing to your project as part of the Google Summer of Code (GSoC) program. Before formally applying, I would love to dive deeper into the project details with you. I'm eager to understand how I can leverage my skills and experience to make meaningful contributions to the framework. Any guidance or suggestions you can provide regarding the project requirements and expectations would be immensely helpful.

Thank you for considering my interest, and I'm eagerly looking forward to the possibility of collaborating with you on this exciting endeavor.

Warm regards,

Mohammad Saquib Daiyan
B.Tech Computer Science
SRM University