Ryan Kim is a highly self-motivated high school student with a strong passion for computer science and the application of artificial intelligence in medicine. With a solid foundation in machine learning techniques and a keen interest in interdisciplinary research, Ryan focuses on leveraging imaging and clinical text-based models to enhance cancer care. His background includes experience with self-supervised learning, foundation models, and transformer architectures, enabling him to approach complex problems in oncology with innovative solutions.