Dr. G. Johncy is an accomplished academician and researcher in Computer Science and Engineering with teaching experience at St. Xavier’s Catholic College of Engineering, Nagercoil. She holds a PhD from Anna University, specializing in smart grid security using deep learning for energy theft detection and data integrity analysis. Her expertise spans artificial intelligence, machine learning, big data analytics, and cloud computing, complemented by extensive research publications in reputed indexed journals. A recipient of multiple awards, including the NPTEL Discipline Star and Best Publication Awards, she is actively involved in curriculum development, research coordination, and mentoring, contributing significantly to academic excellence and innovative technological advancement.