Researcher at Port City International University
My research focuses on developing an explainable machine learning framework for predicting violent crime trends and hotspots in Bangladesh using longitudinal crime data. The study applies machine learning techniques along with SHAP-based explainability to improve prediction, identify influential factors, and enhance the transparency of crime forecasting.