Edge AI is a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the edge, Edge AI enables real-time decision-making with minimal latency and reliance on centralized cloud. This decentralized approach offers a myriad of benefits, including enhanced data security, reduced