I am a final-year Ph.D. candidate in Computer Science at Washington State University, advised by Professors Jana Doppa and Diane Cook. I am currently an AI & Informatics Research Intern at Mayo Clinic. My research is in Artificial Intelligence and Machine Learning, with a main focus on developing robust, safe, and trustworthy ML algorithms with theoretical guarantees for deployment in healthcare and other safety-sensitive applications. My work emphasizes uncertainty quantification and conformal prediction to enable reliable decision-making in critical real-world settings.
My current research focuses on:
- Building trustworthy machine learning algorithms for safety-sensitive applications.
- Reliable LLM hallucination control policies
- Uncertainty-aware human–AI collaboration for safe decision support
- Trustworthy AI for medical imaging
Interests
- Trustworthy AI
- Large Language Models
- AI safety
- AI in Healthcare
