The advent of edge AI is revolutionizing the very essence of computing. By bringing analytical capabilities to the network of our devices, Edge AI is enabling a new era of instantaneous insights and autonomous decision-making. This shift has monumental implications for a spectrum of industries, from manufacturing to transportation. Conventionally