My research is focused on methods development for omics data analysis. Specifically, I apply novel machine learning techniques to single cell RNA sequencing, bulk RNA sequencing, and multi-omic data. This algorithm development is focused on the subfield of machine learning called transfer learning so that knowledge can be imparted from one dataset to another. These projects focus on a wide range of diseases, including glioblastoma, alzheimer's disease, and multiple myeloma.
