I am working as an Assistant Professor in the School of Engineering and Science at IIT Madras, Zanzibar. My research focuses on the modeling and analysis of infectious diseases using a combination of physics-informed machine learning, deep learning, and graph neural networks (GNNs). We integrate mechanistic models with data-driven techniques to capture complex disease dynamics influenced by environmental and mobility-related factors. We also study the generalization capabilities of deep learning architectures, including neural ordinary differential equations (ODEs), to improve robustness in various tasks, including disease forecasting. Additionally, we apply physics-informed techniques to optimize inventory management systems, enhancing resource allocation efficiency in dynamic supply chains.