At Counterpart, a leading management liability insurance platform, Elizabeth has created a framework for using machine learning models to facilitate data-driven underwriting decisions. Prior to joining Counterpart, she has led data science teams at Kabbage (now an American Express company) and has extensive experience building data-driven products to serve the financial needs of small businesses.