During my informatics career, I worked on various data science projects, including the GeneWays molecular interaction mining system, and the Yale Image Finder platform for figure-centric literature navigation. My bioinformatics work led to the identification of important driver mutations in skin cancer (melanoma), a key development in the establishment of melanoma precision medicine.

Current data science projects involve the use of machine and deep learning for the prediction of hospital readmission, drug side effects and base editing outcomes (for base-specific editing of nucleotide sequences using CRISPR and similar tools). A further emphasis is on the use of AI for Natural Language Processing in the health domain. Our bioinformatics focus is on single cell analysis in skin cancer and the development of high-sensitivity tests for early disease detection and disease monitoring.