The realm of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a revolutionary force. This paradigm shift enables processing power to be decentralized at the edge of the network, providing unprecedented benefits. From smart devices to instantaneous data analysis, Edge AI is redefining various industries. Consistently imp