My research area lies in the application of machine learning in geography. Specifically, I work with high resolution and large-scale spatiotemporal datasets. These datasets, with the help of appropriate algorithms in machine learning, could result in more powerful predictive modeling compared to traditional methods. My research covers two broad categories of geography: human geography and physical geography. For human geography, I am developing a real-time crime prediction framework, and in physical geography, I am focusing on hydroclimatology.