I am currently an AI Research Intern (Ph.D.) at Mayo Clinic and a final-year Ph.D. candidate in Computer Science at Washington State University, advised by Prof. Jana Doppa and Prof. Diane Cook.
My research spans Artificial Intelligence (AI) and Machine Learning (ML), with a focus on developing robust, safe, and trustworthy algorithms with theoretical guarantees for real-world applications in healthcare, medical imaging, and other safety-sensitive domains. I work on uncertainty quantification, conformal prediction, multimodal learning, Generative AI, AI for smart homes and wearable internet of things (IoT) devices, and beyond.
My expertise and current research focuses on:
- Building trustworthy ML algorithms for safety-sensitive applications.
- Trustworthy AI for medical imaging
- Human–AI collaboration for reliable decision support
- Reliable LLM hallucination control policies
Interests
- Trustworthy AI
- AI for Medical Imaging
- Multi-modal Learning & LLM
- AI in Healthcare
