Shelby is a Senior Research Scientist at Salesforce Research developing new AI methods for research and product. Her work spans from theory-driven robust machine learning algorithms, to practical methods and toolkits for addressing robustness in applied NLP and recommendation systems. She holds a Ph.D. in Mathematics from University of Illinois at Chicago, M.S. in Mathematics from Northwestern, and B.S. in Mathematics from MIT.