CV

Research Assistant

Computer Vision Lab, Pabna University

• Conducted computer vision experiments
• Prepared research papers and reports

Researcher

BioRAIN Research Group

Biomedical Robotics, AI and Imaging Network

• Plan and execute research experiments in medical AI
• Prepare papers, reports, and rebuttals

Lecturer

Green University of Bangladesh

Department of Computer Science and Engineering

• Deliver CS core course lectures and conduct lab sessions
• Supervise undergraduate student projects

BSc

Pabna University of Science and Technology

Information and Communication Engineering

MSc

Bangladesh University of Engineering and Technology

Thesis: A Novel Uncertainty Driven Boundary Refined Convolution Neural Network for Medical Image Segmentation

An efficient dual-line decoder network with multi-scale convolutional attention for multi-organ segmentation

Biomedical Signal Processing and Control

Size and Smoothness Aware Adaptive Focal Loss for Small Tumor Segmentation

arXiv

MobDenseNet: A hybrid deep learning model for brain tumor classification using MRI

Array

Enhancing Visibility for Autonomous Vehicle Object Detection in Dust or Sandstorm Conditions Using Dark Channel Prior and YOLOv9

2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI)

Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI

2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Uncertainty Driven Bottleneck Attention U-Net For Organ at Risk Segmentation

21st IEEE International Symposium on Biomedical Imaging (ISBI 2024)

UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation

PLOS ONE

A Sign Language Recognition System for Helping Disabled People

2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI)

Eye Tracking, Saliency Modeling and Human Feedback Descriptor Driven Robust Region-of-Interest Determination Technique

IEEE Access

An IoT Based Water Quality Testing Device: An Approach to Modelling a Geographical Map Based on Water Quality Data and Decision Support System

International Journal of Advanced Trends in Computer Science and Engineering

Efficient Dual-Line Decoder Network for Multi-Organ Segmentation

Funded by ICT Division, Bangladesh

• Developed efficient segmentation architecture
• Work currently in progress

IoT-based Water Quality Detection

Funded by ICT Division, Bangladesh

• Developed water quality detection device
• Created web app for data analysis and map modeling

Academic Excellence Award

Pabna University of Science and Technology

Awarded for top scorer in the university

University Merit Scholarship

Pabna University of Science and Technology

Awarded for top result in the department consecutively for 4 years