Elle is a data scientist at Iterative, a startup building open source software tools for machine learning, and a lecturer at the University of Michigan School of Information. She completed her PhD at the University of Washington where she conducted research on speech and hearing using mathematical models. Elle is broadly interested in developing methods, standards, and educational resources for anyone who works with data.