Research
Language Models for Advancing Materials Science · Present work
Developing pipelines that integrate generative LMs with domain-specific physics-based evaluations to support high-throughput alloy discovery, reliability checks, and experimental iteration.
NLP Pipeline for Patient–Trial Matching · Concluded · May 2024
Collaborated with physicians at the Stephenson Cancer Research Center to build an automated NLP pipeline that identifies patient suitability for early-phase oncology trials, improving speed and accuracy of recruitment.
Conversational Search Systems · Concluded · May 2023
Improving chatbot and personal assistant reasoning through knowledge-grounded retrieval, multi-step planning, and logic-aware response generation.