Duncan Ng Pui Hei is an undergraduate reading Computer Science at the University of Oxford. His academic interests include information theory, machine learning, and bioinformatics. He is currently exploring research opportunities related to these areas, while building experience in both theoretical and applied aspects of computing. With a background in competitive programming, he brings strong problem-solving skills to his academic and research pursuits. He also contributes to Hour of Code HK, supporting efforts to make computer science more accessible to students.