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