On Ki Hung is an electronic engineering undergraduate at HKUST, dedicated to exploring the powerful intersection of high-performance hardware and artificial intelligence. Her academic and research focus lies in semiconductor technology and the architecture of LLM Agents, driven by a vision to bridge the gap between sophisticated software algorithms and the physical silicon that powers them. She is particularly interested in optimising chip architectures to handle the computational demands of autonomous AI systems, aiming to enhance efficiency and intelligence at the hardware level. By combining her foundations in integrated circuit innovation with the latest advancements in Large Language Models, she seeks to contribute to the development of next-generation edge computing and self-evolving AI frameworks.