She is an Associate Consultant in OT security with a Ph.D*. in Electrical Engineering from Malaviya National Institute of Technology, Jaipur. Her research focused on modelling Load Redistribution (LR) attacks from the attacker’s perspective, including stealth, resource constraints, and uncertainty in attacker knowledge. She previously served as a certified cybersecurity trainer at the National Power Training Institute (NPTI) and brings over eight years of experience in teaching and academic roles.