Samiul Hoque
Final Year - CSE Student
International Islamic University Chattogram
Project
Developed a land use and land cover classification model using satellite imagery. Applied Object-Based Image Analysis (OBIA) alongside CNN models. Improved classification accuracy across heterogeneous terrain. Performed image preprocessing, feature extrac
Project
Built a deep learning model for automated lung cancer detection using CT scan images. Implemented image preprocessing and CNN architectures for medical image classification. Evaluated model performance using standard classification metrics.
Project
Developed an intrusion detection system for IoT environments. Combined multiple machine learning classifiers using a soft voting ensemble. Focused on improving classification accuracy while incorporating explainable AI techniques for model transparency.
Project
Developed a website showcasing six galaxies as animated cards. Created dedicated detail pages with interactive rotation and zoom controls. Designed a reference page with astronomy tables and a five-question quiz.