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.

Samiul HoqueInternational Islamic University Chattogram

Project

Explainable Soft Voting Tree Ensemble for Multi-Class Intrusion Detection in IoT Networks

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.

Samiul HoqueInternational Islamic University Chattogram

Project

AI Finance Tracker (FinTrack)

Designed an intelligent finance tracking application for monitoring income and expenses. Generated spending insights using data visualization and statistical analysis. Explored predictive analytics for financial planning and budgeting.

Samiul HoqueInternational Islamic University Chattogram

Project

Satellite Image Analysis for Land Use/Land Cover (LULC) Classification

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

Python
CNN
OBIA
Deep Learning