The horizon of intelligence is dynamically transforming as computing power converges to the edge. This decentralized paradigm empowers devices with real-time analysis, enabling a {novel set of possibilities. From smart cities, the ability to extract data on-premises unlocks revolutionary advancements. Exploiting advanced algorithms Optimizing int