I have recently defended my Ph.D. (November 2025) in Electrical and Computer Engineering Department at University of Houston where I'm advised by Dr. David Mayerich. My research focuses on creating GPU-accelerated algorithms, computational methods for modeling, analyzing and visualizing gigavoxel-scale data. I have also developed computational methods for sparse volumetric microvasculature in OpenVDB optimized with TBB multithreading parallelism. My work includes implementing and evaluating SOTA architectures, including U-Net, nnU-Net, and StarDist for vessel segmentation and nucleus-type detection. I developed a fully parallel 3D thinning algorithm for giga-voxel scale microvasculature using OpenVDB. My work is supported by the NSF Graduate Research Fellowship. I received a B.Sc in Electrical and Electronics Enginnering at Chittagong University of Engineering and Technology, Bangladesh, where my research focus was on Photonic Crystal Fiber.
