In today's hyper-connected world, where data Edge intelligence generation surges exponentially and real-time insights are paramount, edge computing emerges as a transformative paradigm. By processing data closer to its source, edge AI empowers devices with the capability to make intelligent decisions at the network's edge. This paradigm shift unloc