My research focuses on communication and distributed inference, aiming to design efficient and robust AI frameworks for edge–cloud collaborative systems. I plan to advance model partitioning and communication-aware optimization for large-scale deep learning deployment. In the long term, I aspire to become a university researcher, bridging theory and practice while collaborating with industry to promote real-world applications of distributed AI.