Edge AI embodies a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the edge, Edge AI facilitates real-time decision-making with minimal latency and reliance on centralized servers. This distributed approach delivers a myriad of opportunities, including optimized data