The horizon of intelligence is dynamically transforming as computing power converges to the edge. This distributed paradigm empowers applications with real-time analysis, enabling a {novel set of capabilities. From connected vehicles, the ability to extract data locally unlocks revolutionary advancements. Harnessing sophisticated algorithms Optim