NPI University of Bangladesh

Mymensingh Engineering College (Affiliated with University of Dhaka)

Smart NID Security System: Developed a privacy-preserving digital identity verification system using AES-256 encryption and Two-Factor Authentication (OTP). The system ensures secure handling of sensitive identity data while enabling reliable verification mechanisms. DOI: 10.1109/ECCE64574.2025.11012996

Brain Tumor Segmentation: Designed a ResUNet-based deep learning model with Tversky loss to address class imbalance in medical image segmentation. Achieved high performance in terms of IoU and Dice coefficient, improving tumor detection accuracy. DOI: 10.1109/QPAIN66474.2025.11171708

Protein Structure Prediction: Applied machine learning techniques (Extra Trees Regression) combined with Explainable AI (SHAP/LIME) to predict protein structural stability. Enhanced interpretability and predictive performance in computational biology tasks. DOI: 10.1109/NCIM65934.2025.11159879

i-Glove Assistive System: Developed a CNN-based wearable assistive device for deaf-blind individuals to recognize banknotes. The system translates visual input into vibration-based feedback, achieving high classification accuracy. DOI: 10.1109/RAAICON64172.2024.10928364