The electronic landscape is undergoing a dramatic transformation as machine learning evolves beyond centralized data centers and into the realm of edge computing. This movement empowers devices at the network's frontier to process information in real time, unlocking a treasure trove of possibilities for intelligent applications. From self-drivin