The boundary of intelligence is dynamically transforming as computing power converges to the edge. This distributed paradigm empowers applications with real-time understanding, enabling a {novel set of opportunities. From connected vehicles, the ability to analyze data in situ unlocks revolutionary advancements. Leveraging advanced algorithms Ada