Computer Science and Engineering

Mr. Raiyan Jahangir

Research Interests

• Machine Learning
• Deep Learning
• Artificial Intelligence
• Image Processing
• Health Informatics
• Computer Vision

Educational Background

• Bachelor of Science (BSc), (Computer Science and Engineering), Military Institute of Science and Technology

Honors and Achievements

• Best Paper Award, International Conference on Human-Centric Smart Computing, 2023
• MIST Scholarship in all Academic Terms for Excellent Results, Military Institute of Science and Technology, 2023
• Best Presentation Award, International Conference on Computer and Information Technology (ICCIT), 2022
• MIST Dean's List of Honors, Military Institute of Science and Technology, 2021

Publications

• A Multilingual Handwriting Learning System for Visually Impaired People, IEEE Access, 2024
• Maize Leaf Disease Detection Using Vision Transformers (ViTs) and CNN-Based Classifiers: Comparative Analysis, 2nd International Conference on Human-Centric Smart Computing, 2024
• A Performance Analysis of Brain Tumor Classification from MRI Images using Vision Transformers and CNN-based Classifiers, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• A Comparative Analysis of Potato Leaf Disease Classification with Big Transfer (BiT) and Vision Transformer (ViT) Models, 2023 IEEE 9th International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2023
• Development of a Smart Infant Monitoring System for Working Mothers, 2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC), 2023
• Enhancing Mango Leaf Disease Classification: ViT, BiT, and CNN-Based Models Evaluated on CycleGAN-Augmented Data, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Predictive Analytics for Floods in Bangladesh: A Comparative Exploration of Machine Learning and Deep Learning Classifiers, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Identifying Design Guidelines of Interactive Whiteboard Interfaces Through Usability Evaluation, 7th International Conference on Design and Digital Communication, 2023
• CNN-SCNet: A CNN net-based deep learning framework for infant cry detection in household setting, Engineering Reports, 2023
• Proposing Novel Recurrent Neural Network Architectures for Infant Cry Detection in Domestic Context, 2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC), 2023
• Brain Tumor Classification on MRI Images with Big Transfer and Vision Transformer: Comparative Study, 2023 IEEE 9th International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2023
• A Conceptual Framework of an Automated Mosquito Control in Drainage Systems for Combating Dengue in Bangladesh, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Towards Developing a Voice-Over-Guided System for Visually Impaired People to Learn Writing the Alphabets, 25th International Conference on Computer and Information Technology, 2022