Sonal Kapur is a Machine Learning Platform Engineer at C.H. Robinson, with a robust background in software engineering and machine learning. Previously, Sonal held multiple roles at Anaplan, including Senior Software Engineer, Software Engineer, and Machine Learning Engineer. Prior experience includes positions as a Senior Software Engineer at RBS and Canadian Pacific Railway, as well as a Graduate Assistant in Healthcare Services at the University of St. Thomas. Sonal holds a Master's degree in Data Science and a Graduate Certificate in Artificial Intelligence, both from the University of St. Thomas.