I am a postdoctoral fellow in biomedical informatics at the University of Colorado Anschutz Medical Campus. My research focuses on responsible AI in healthcare, clinical natural language processing, and human–AI collaboration. I am especially interested in developing ethical and transparent AI systems that can support clinical decision-making, reduce bias, and improve patient care.
My work brings together natural language processing, large language models, and human-centered design to address real-world challenges in healthcare and society. I have worked on projects related to extracting social determinants of health from clinical notes, evaluating language models for clinical timeline understanding, studying bias in biomedical NLP systems, and designing multi-agent systems to identify potential benefits and harms of AI before deployment.
I am also interested in how AI can be used as a learning and decision-support partner, helping clinicians and trainees reason through complex information while keeping humans at the center of care. My long-term goal is to build trustworthy, equitable, and practical AI systems that can be safely used in healthcare and other high-impact settings.
