The landscape of artificial intelligence continues to evolve, with a growing emphasis on executing models directly at the edge. This paradigm shift enables immediate decision making and processing, unlocking groundbreaking capabilities in diverse fields such as autonomous systems. Edge intelligence empowers platforms to process data locally, minimi