Sreeparna Guha

My research interests lie at the intersection of data science, data mining, and machine learning, with a special focus on their applications in hazard management. I am particularly interested in developing predictive models that can analyze large-scale, real-time data to identify potential risks and forecast natural hazards. By applying advanced data mining techniques, I aim to uncover hidden patterns that support early warning systems and informed decision-making. My work also explores the integration of machine learning algorithms with geospatial and environmental data to enhance disaster preparedness, mitigation strategies, and resilient infrastructure planning for sustainable development.