The landscape of artificial intelligence continues to evolve, with a growing emphasis on executing models directly at the edge. This paradigm shift promotes instantaneous decision making and processing, unlocking novel capabilities in diverse fields such as healthcare. Edge intelligence empowers systems to analyze data locally, minimizing latency a