The realm of Artificial Intelligence (AI) is rapidly transforming, with Edge AI emerging as a prominent force. This paradigm smarter hat shift allows processing power to be distributed at the edge of the network, presenting unprecedented opportunities. From autonomous devices to instantaneous data analysis, Edge AI is shaping various industries. Su