The convergence of artificial intelligence coupled with mobile devices is steadily transforming our world. Once confined to powerful servers, AI potentials are now accessible in the palm of our hands. This shifting trend facilitates a innovative range of applications, such as personalized advice to real-time language conversion. As mobile devices e