In today's data-driven world, analytical strength is paramount. {Traditionally, this processing has been centralized in large data centers, but a paradigm shift is underway: edge computing.Edge AI emerges as by bringing machine learning models directly to the edge of the network. This means making decisions closer to where it's generated, offering