Power transformers are critical assets in electrical power systems, responsible for efficient energy transmission and distribution. Unexpected transformer failures can cause power interruptions, equipment damage, safety risks, and substantial economic losses. This study presents TransformerSense, an intelligent fault analytics framework designed for predictive protection of power transformers through the integration of Artificial Intelligence, Internet of Things (IoT), and real-time condition mo