The domain of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a groundbreaking force. This paradigm shift allows processing power to be distributed at the edge of the network, providing unprecedented benefits. From smart devices to rapid data analysis, Edge AI is shaping various industries. Consistently implementing Ed