The boundary of intelligence is rapidly evolving as computing power descends to the edge. This autonomous paradigm empowers applications with real-time understanding, enabling a {novel set of opportunities. From smart cities, the ability to analyze data locally unlocks revolutionary advancements. Exploiting advanced algorithms Fine-tuning intelli