CV/Resume

Graduate Research Assistant

Michigan State University

Working in iPRoBe Lab under the supervision of Dr. Arun Ross.

• Explainability in Face Recognition
• Visualization Applications
• Forensic Biometrics
• Multimodal Large Language Models for Biometrics

Graduate Teaching Assistant

Michigan State University

Conducted lab sessions of CSE-102 Algorithmic Thinking and Programming in Fall-2021 and Spring-2022 semester.

• Algorithm Development
• Python Programming

Lecturer

Islamic University of Technology

Conducted regular undergraduate level courses and held lab sessions along with other official duties.

• Face Recognition
• Biometric Template Protection
• Deep Learning

Lecturer

Daffodil International University

Conducted regular classes and lab sessions.

• C++ Programming
• Database Management

Intern

XeonBD Limited

Acquired skills in working with web technologies, including hosting and maintaining websites through cPanel.

• Web Hosting
• cPanel

Treasurer

University Apartment Council Of Residents (UACOR), Michigan State University

The University Apartments Council of Residents at MSU serves as the official governing body, providing a forum to address community concerns and enhance the quality of life for all residents.

• Community Leadership & Engagement
• Budget & Planning

General Secretary

Bangladesh Student Association, Michigan State University (BSA-MSU)

A registered student community organization bound by rich Bangladeshi culture.

• Community Leadership & Engagement
• Event Planning
• Public Speaking

Doctor of Philosophy

Michigan State University

Computer Science and Engineering

Master of Science

Michigan State University

Computer Science and Engineering

Bachelor of Science

Islamic University of Technology

Computer Science and Engineering

Higher Secondary Certificate

Pabna Cadet College

Science

Secondary School Certificate

Pabna Cadet College

Science

Best Poster in MSU Engineering Graduate Research Symposium-2024

College of Engineering, Michigan State University

For the poster on 'Comparative Medical Radiography using Deep Neural Networks'.

Fully Funded OIC Scholarship for Bachelor's Degree

Organization of Islamic Cooperation (OIC)

Awarded based on the admission test result which covers all the cost for 4-year Bachelor of Science degree.

A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Proposes adversarial training samples using transformation parameters from classical augmentation to improve cross-domain iris PAD performance.

Automatic Comparative Chest Radiography Using Deep Neural Networks

IEEE Access

Leverages deep neural networks and expert domain knowledge to develop a forensic radiographic identification system based on 5,165 chest radiographs.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks

arXiv preprint arXiv:2505.24214

Comprehensive benchmark evaluating zero-shot and few-shot performance of 41 VLMs/MLLMs across six biometric tasks spanning face and iris modalities.

Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition

ICCV 2025 Workshop on Foundation and Generative Models in Biometrics

Investigates the relative merits of foundation models and domain-specific models for face recognition, including fusion strategies and explainability mechanisms.

Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack Detection

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops

Assesses the sensitivity of DNNs against weight and bias perturbations in the context of iris presentation attack detection.

Less is More: A Lightweight and Fast Deep Neural Network for Tomato Leaf Disease Classification

IEEE Access

Proposes a lightweight transfer learning-based approach using MobileNetV2 for tomato leaf disease detection, achieving 99.30% accuracy with a 9.60MB model.

Performance Comparison of Feature Descriptors in Offline Signature Verification

IUT Journal of Engineering and Technology (JET)

Comparative evaluation of histogram-based (SIFT, SURF) and binary (BRIEF, ORB, BRISK, FREAK) feature descriptors for offline handwritten signature verification.

Face Presentation Attack Detection GUI (Face-PAD-GUI)

A graphical user interface application for face spoof detection, providing interactive tools for evaluating face presentation attack detection algorithms.

• Face Spoof Detection
• Interactive GUI
• Biometric Security

Iris Presentation Attack Detection GUI (Iris-PAD-GUI)

A GUI application for iris presentation attack detection, enabling evaluation of PAD algorithms against various attack instruments including printed iris images and textured contact lenses.

• Iris PAD
• Presentation Attack Detection
• Interactive GUI

Project Tomato — Tomato Leaf Disease Classification

Lightweight MobileNetV2-based transfer learning model for tomato leaf disease classification achieving 99.30% accuracy with a 9.60MB model size, suitable for low-end devices.

• Transfer Learning
• MobileNetV2
• Plant Disease Detection
• IEEE Access Publication

Weight Perturbation for DNN Robustness

Analysis of DNN sensitivity to weight and bias perturbations across VGG, ResNet, and DenseNet architectures, with application to iris presentation attack detection.

• DNN Robustness
• Iris PAD
• Weight Perturbation
• WACV 2024 Workshop