I am an postdoctoral fellow in Debora Marks lab at Harvard. I am interested in deep generative models of proteins, especially modeling viral and antibody sequences and structures. My research develops models to learn viral antibody escape from fitness models and biophysical and structural information. These models can be used to identify high escape variants and to design and test future-proof vaccines. I recently completed my PhD in Electrical Engineering and Computer Science at MIT.