Jowaria Khan

My research lies at the intersection of computer vision, machine learning, and environmental sustainability. I design deep learning frameworks for geospatial data that integrate satellite imagery, environmental monitoring, and limited ground truth samples to assess risk under uncertainty. A central goal of my work is to create socially responsible AI tools that are interpretable, data-efficient, and usable by policymakers and local communities. I am particularly interested in approaches that connect data-driven learning with insights from scientific and physical models, such as hydrological flow and chemical transport processes, to ensure predictions remain both accurate and scientifically grounded.