Since completing my Ph.D. in 2019 in Computer Science at Harvard, I have been working in the Department of Epidemiology to bring deep learning research to the Harvard medical community, and the medical field, more broadly. Toward this end, I have developed a series of new approaches for understanding, analyzing, and updating neural networks and their associated datasets.
I have uploaded some recent presentation materials that provide an overview of my current line of research, and the images included at the bottom of this page (or here as a single PDF) summarize the key aspects.
Uncertainty is but a distance to what is known...