The convergence of artificial intelligence with mobile devices is rapidly transforming our world. Once confined to powerful servers, AI capabilities are now available in the palm of our hands. This empowering trend enables a unique range of implementations, from personalized recommendations to instantaneous language interpretation. As mobile device