PhD, Imaging and Data Science Laboratory, Department of Biomedical Engineering, University of Virginia, USA
Dissertation: Transport Generative Models in Pattern Analysis and Recognition
Research Focus: Pattern Recognition, Mathematical Modeling, Computer Vision, Machine Learning, Artificial Intelligence.
BSc, Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh
Major in: Communication, with emphasis on Image Processing, Signal Processing, and Random Processes.
Biography
I am currently serving as an Assistant Professor in the Department of Electrical and Computer Engineering at North South University (NSU), Bangladesh, where I am teaching courses in artificial intelligence, machine learning, and programming. I obtained my Ph.D. in Biomedical Engineering from the University of Virginia (UVa), USA. My doctoral dissertation, titled “Transport Generative Models in Pattern Analysis and Recognition,” focused on the development of mathematical and computational frameworks for applications in artificial intelligence. I completed my undergraduate studies in Electrical and Electronic Engineering at the Bangladesh University of Engineering and Technology (BUET). Prior to that, I completed both my SSC and HSC at Rangpur Cadet College. My research interests include applied mathematics, machine learning, image informatics, and computational biology.
Research Areas
Research Interests
Pattern Recognition, Mathematical Modeling, Computer Vision, Machine Learning, Artificial Intelligence.
Teaching
Research Projects & Grants
Ongoing:
1) NSU CTRG Grant 2024-2025: CTRG-24-SEPS-27 – An optimal transport-based generative framework for modeling multidimensional distributions.