projects

Selected research projects from my undergraduate years at Brown and earlier PhD work.

Circuit discovery in biomedical LLMs

Circuit discovery in biomedical LLMsHonors thesis, Brown University

mechanistic interpretabilityLLMsbiomedical QA

ICD code embeddings for mortality and readmission prediction

ICD code embeddings for mortality and readmission predictionBrown University

clinical MLrepresentation learning

Clinical text embeddings for medical knowledge retrievalUCSF

clinical NLPLLM embeddingsfinetuning

Interpreting deep learning models for CRISPR/Cas9 on-target prediction

Interpreting deep learning models for CRISPR/Cas9 on-target predictionCSCI 2952G, Brown University

interpretabilitygenomics

Diffusion models for medical image segmentation

Diffusion models for medical image segmentationCSCI 1430, Brown University

diffusion modelsmedical imaging

Mobility Analysis for Pandemic Prevention Strategies (MAPPS)

Mobility Analysis for Pandemic Prevention Strategies (MAPPS)Brown School of Public Health

epidemiologyagent-based modeling

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