Immunology is undergoing a paradigm shift where the objective has expanded from creating a stopgap vaccine against a currently-circulating virus to developing a universal vaccine that confers lifelong protection. To that end, my research combines biophysical modeling and machine learning to probe how the antibody response changes with each viral exposure, with the ultimate goals of making the antibody response programmable and guiding it to a maximally-protective configuration.