Assistant Professor, Department of Computer Science and Engineering, Rajshahi Science and Technology University
M.Sc. candidate, Dhaka University of Engineering & Technology, supervised by Prof. Dr. Momotaz Begum
Attention-based deep learning, with an emphasis on interpretability and on efficiency at deployment.
Selected work
A multi-head attention CNN for driver distraction recognition, with Grad-CAM attribution showing that the network attends to hands, face and mobile device — the same evidence a human observer would use. Published in Algorithms (MDPI).
An end-to-end CNN pipeline — preprocessing, training and evaluation against reference annotations — for automatic segmentation of tumor regions in brain MRI. Supervised by Prof. Dr. Mohammod Abul Kashem at DUET.
News
Nominated by the Department of Computer Science and Engineering at DUET for the JST Sakura Science Exchange Program 2026 at Shizuoka University, Japan — one of six M.Sc. students selected on academic record, research and publication experience, and fit with the host institution’s research areas. The exchange visit is planned for February 2027.
Algorithms 19(8), article 615, 23 July 2026. Open access — 10.3390/a19080615. Full record.
BookCycleBD, a peer-to-peer marketplace for second-hand books, was completed and deployed by Md. Marzan Haque under my supervision. Project details.
First semester completed with a CGPA of 4.00. Coursework continues alongside the teaching post at RSTU.
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