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