I started my career using data analysis and visualization for solving security concerns, performance enhancements and infrastructure management. I joined the PhD in Data Science program in 2016. My research interests are in utilizing real-time and historic data to improve the efficiency of resource utilization and planning in urban areas and minimizing the impact on the environment. I am interested in developing efficient and user-friendly ways for visualizing the data, for easy decision making.