I'm currently working on making machine learning accessible to a wide audience through clean and usable TensorFlow APIs. I'm particularly interested in easing burdens associated with data management, data preprocessing, and provenance tracking--which in practice can often require more user code and engineer time than the machine learning algorithms themselves. Previously: Ph.D. in Biophysics (Berkeley 2010); founder of OpenReview.net; scientific software quality cynic; etc.
Learn more about how we do research
We maintain a portfolio of research projects, providing individuals and teams the freedom to emphasize specific types of work