Working in the Kellis Lab with multimodal clinical data to co embed into a latent space with proteins transformed using ESM3, to develop and train a chatbot in MantisMantis uses advanced AI to transform complex data landscapes into visual, navigable maps

Used a deep learning software, EIR, to train on 300,000 patients from the UK Biobank using two million SNPs and phenotypic data to predict metabolite levels in the blood

Worked in the Langer Lab (MIT Department of Chemical Engineering)Synthesized and evaluated new lipids for siRNA delivery into cultured endothelial cells (Winter 2024)Coated bacteria by layer-by-layer polymer encapsulation and tested survival in simulated gastric fluid (Fall 2023)Conducted literature searches to inform experimental design; independently conducted and analyzed experiments

Helped develop prostate cancer risk algorithm; processed 50 urine samples using flow cytometry; iterate on data cutoffs via multivariate analysis.

Helped develop prostate cancer AI that identifies prostate cancer in radiology images. Helped with label curation and automation for algorithm development.