I'm a PhD student in Physics at MIT, supervised by Prof. Jeff Gore. My research focuses on complex system physics, particularly artificial intelligence and bio-AI. I'm currently exploring two key areas in Large Language Models: the emergence of high-level concepts and their mechanistic interventions, and understanding neural scaling laws to engineer more efficient training and inference. In the bio-AI field, I'm developing improved AI frameworks for data acquisition, modeling, and analysis to drive medical advancements. Additionally, I'm working on interpreting hidden information structures in bio-AI models to uncover valuable insights for medicine. My work aims to bridge the gap between theoretical physics, AI, and practical applications in healthcare.