Data Scientist
Current• Produced an auto policy retention model using the LightGBM framework, a core component to Enterprise Lifetime Value which scores over 17,000 new policies per day to predict the overall value they will bring to the company • Constructed an auto-to-property policy linked quoting benchmark model for sales representatives that provided quote-level insights into the relative performance of quoting at Allstate agencies