This one-day workshop is designed to provide participants with both practical and conceptual understanding of next-generation artificial intelligence technologies, focusing on Transformers, Edge AI, and Sustainable Intelligence. The program introduces the fundamental concepts of transformer architectures, generative AI, intelligent edge computing, and energy-efficient AI systems. Through expert sessions, case studies, and live demonstrations, participants will explore how modern AI models are developed, optimized, and deployed across cloud and edge environments for real-world applications.