The realm of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a revolutionary force. This paradigm shift allows processing power to be localized at the edge of the network, presenting unprecedented advantages. From smart devices to rapid data analysis, Edge AI is shaping various industries. Successfully implementing Edge A