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Review Experience:
Contributed as a reviewer for the Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025).
Contributed as a reviewer on Cyber Security and Applications (CiteScore 12.1), Knowledge-Based Systems (CiteScore 15.0, Impact Factor 7.6) and Computers in Biology and Medicine (CiteScore 13.0, Impact Factor 6.3).
Research Interest:
Image Processing
Computer Vision (Image Classification, Image Segmentation, Multimodal Image Classification, Video Classification)
Natural Language Processing (Text Generation, Text Classification, Transformer-Based Models, Large Language Models)
Software Engineering
Multimodal Deep Learning
AI based solutions for real world problems.
Research Group:
Member of Faculty research group II, Department of CSE, Bangladesh Army University of Science and Technology (BAUST), Saidpur, Bangladesh
Members:
Dr. S.M. Jahangir Alam, Professor, Department of CSE, BAUST
Dr. Md Nakib Hayat Chowdhury, Associate Professor, Department of CSE, BAUST
Md. Khalid Syfullah, Lecturer, Department of CSE, BAUST
Saad Ahmed, Lecturer, Department of CSE, BAUST
Area of Research:
Computer Vision (Image Classification, Video Processing and Classification)
Multimodal Deep Learning
Natural Language Processing (Text Generation and Classification, Bengali Text Processing)
Machine Learning and Deep Learning based solution to real life problems.
Undergraduate Thesis Co-Supervision:
Ongoing:
Group 1: BTNAT – A Hybrid Attention-Based Deep Learning Model for Bangladeshi Tree Identification from Bark Characteristics (October 2024 – Ongoing)
Group 2: Image Caption Generation for Bengali Food Images Using a Multimodal Approach (February 2025 – Ongoing)
Group 3: Temporal Pattern Analysis of Trending Social Media Blog Posts Using Multimodal Approaches (February 2025 – Ongoing)
Completed:
M. N. Hossain, D. Karmakar, P. Nandi, M. Osama, and M. K. Syfullah, "A deep learning approach for multiclass domain-specific question classification in computer science for Bangla language," in Proc. 2025 Int. Conf. Electr., Comput. Commun. Eng. (ECCE), Chattogram, Bangladesh, Feb. 2025. (Accepted and Presented)
M. A. Kadir, B. Nassar, S. M. J. Alam, S. Ahmed, and M. K. Syfullah, "Car price prediction: A comparative study of machine learning and deep learning approaches," in Proc. 2025 Int. Conf. Electr., Comput. Commun. Eng. (ECCE), Chattogram, Bangladesh, Feb. 2025. (Accepted and Presented)
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