Yuchen Wang is a project assistant in the Department of Industrial and Systems Engineering at the Hong Kong Polytechnic University. His research focuses on retrieval-augmented generation (RAG) architectures and autonomous agent frameworks, aiming to connect large-scale knowledge bases with real-time decision-making processes in complex industrial scenarios. Yuchen’s passion for research began during his Bachelor of Engineering in Internet of Things at Xi’an Jiaotong University, where he specialised in computer vision solutions for remote-sensing imagery. His work in this area led to a peer-reviewed publication at an international conference. Building on this foundation, he now explores the integration of state-of-the-art language models and multi-agent systems to develop robust, context-aware solutions for industrial applications.