About Me

Bio

I am an Adjunct Lecturer in the Computer Science and Engineering Department at BRAC University, Dhaka, Bangladesh, and an aspiring Ph.D. candidate. 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 AI and 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
• System Security

Publications

Enhanced CNN Approaches for Multi-Image Embedding in Image Steganography
ICICT 2024
Md. Irtiza Hossain, Samiul Kadir, Farhan Ishraq Fagun, Ishtiaq Samiul, Rafi Zaman Saukhin
[DOI]

Other Research Works

Enhanced Hybrid Technique for Efficient Digitization of Handwritten Marksheets
Co-Supervised
This project developed a hybrid approach combining image processing and machine learning to digitize handwritten marksheets efficiently. The method improves accuracy in extracting text and numerical data from scanned marksheets, addressing challenges like varied handwriting styles and noise.
[PDF]

Deep Learning-Based CCTV System for Automatic Smoking Detection in Fire Exit Zones
Ongoing Research
This ongoing work focuses on a deep learning-based system to detect smoking in fire exit zones using CCTV footage. Utilizing convolutional neural networks, the system enhances safety compliance in restricted areas.
[Partial Code]