The realm of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a prominent force. This paradigm shift enables processing power to be decentralized at the edge of the network, providing unprecedented advantages. From smart devices to real-time data analysis, Edge AI is shaping various industries. Effectively implementing Edg