The perimeter of intelligence is dynamically transforming as computing power migrates to the edge. This autonomous paradigm empowers applications with real-time processing, enabling a {novel set of opportunities. From smart cities, the ability to analyze data on-premises unlocks unprecedented efficiency. Exploiting advanced architectures Fine-tun