Projects

Accepted

Student Stress Monitoring

Context aware machine learning for student mental health support

Protecting student mental health with a context-aware machine learning framework for stress monitoring.

Python Machine Learning Healthcare AI Stress Monitoring

Under Review

Interactive 3D NIDS Decision Space

Misclassification analysis for network intrusion detection systems

Conference manuscript under review based on undergraduate thesis work for NIDS misclassification analysis.

Cybersecurity NIDS 3D Visualization Thesis Work

Ongoing

Bengali Handwritten Prescription Digitizer

OCR for medicine name, dosage, frequency, and instruction extraction

OCR-based system to extract medicine names, dosage, frequency, and instructions from handwritten prescription images.

Computer Vision OCR Healthcare AI Python

Ongoing

Counterfeit Currency Detection

Real phone camera conditions with blur, low light, angle, and clutter

Vision model for detecting suspected counterfeit currency from phone camera images under realistic capture conditions.

Computer Vision Fake Currency Python OpenCV

Journal Review

Depression Severity Stratification

Psychometric validation and explainable reduced item analysis

Psychometric validation and explainable reduced-item depression severity stratification for Bangladeshi university students.

Mental Health Depression Explainable ML Machine Learning

Conference Review

Diabetic Retinopathy Detection

Federated and explainable deep learning for retinal fundus images

Lesion-aware explainable federated deep learning for diabetic retinopathy detection and severity grading.

Medical Imaging Federated Learning Retinopathy Explainable AI