About Me

Bio

I am an Adjunct Lecturer in the Computer Science and Engineering Department at BRAC University, Dhaka, Bangladesh. I hold a Bachelor’s degree in Computer Science and Engineering from BRAC University and am pursuing a Master’s degree at the same institution (expected completion Jun 2026). Passionate about Computer Vision, AI and AI security, I combine expertise in machine learning and full-stack development to drive innovative solutions.

Work Email: ext.irtiza.hossain@bracu.ac.bd
Personal Email: mohammad.irtiza.hossain@gmail.com

Research Interests

Machine Learning
Computer Vision
Image Processing
AI Security & Privacy

Publications

Edge-Native Digitization of Handwritten Marksheets: A Hybrid Heuristic-Deep Learning Framework
Qpain 2026 (Conference Paper, Accepted)
Md. Irtiza Hossain, Junaid Ahmed Sifat, Abir Chowdhury, Md. Imran Bin Azad
This paper introduces a resource efficient hybrid framework for digitizing structured handwritten documents, combining a heuristic OpenCV-based pipeline for table detection with a modified lightweight YOLOv8 for handwritten character recognition, achieving real-time performance and high accuracy on edge devices.
[Details] [arXiv]

Enhanced CNN Approaches for Multi-Image Embedding in Image Steganography
ICICT 2024 (Conference Paper)
Md. Irtiza Hossain, Samiul Kadir, Farhan Ishraq Fagun, Ishtiaq Samiul, Rafi Zaman Saukhin

This paper proposes novel convolutional neural network (CNN) approaches for embedding multiple images within a single cover image for steganography, enhancing data hiding capacity and security.
[Details] [DOI]