Rama Chandra Rao Nampalli’s research applies deep learning to optimize rail electrification for energy efficiency and sustainability. His models predict power demand, reduce losses, and support greener mobility through data-driven design. By merging AI, engineering, and digital safety, he offers a framework for resilient, low-carbon, intelligent rail systems worldwide.