The horizon of intelligence is rapidly evolving as computing power converges to the edge. This decentralized paradigm empowers applications with real-time understanding, enabling a {novel set of possibilities. From connected vehicles, the ability to analyze data in situ unlocks revolutionary advancements. Harnessing advanced algorithms Optimizing