Edge AI represents a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the point-of-action, Edge AI facilitates real-time processing with minimal latency and reliance on centralized cloud. This distributed approach offers a myriad of advantages, including enhanced data