The landscape of artificial intelligence has dramatically evolve, with a growing emphasis on executing models directly at the edge. This paradigm shift facilitates instantaneous decision making and processing, unlocking groundbreaking capabilities in diverse fields such as healthcare. Edge intelligence empowers systems to process data locally, mini