Crystal Tian is currently a Senior Data Scientist at EverQuote. Previously, Crystal worked on Deep Learning projects at Flexstone Partners and served as a Capstone Data Scientist at GUY CARPENTER & COMPANY LIMITED. Crystal has a strong background in quantitative analytics, research, and optimization models in various industries. Crystal holds a Master of Science in Business Analytics from Columbia University and has experience as a Summer Economics Researcher at NERA Economic Consulting. Overall, Crystal's expertise lies in predictive modeling, statistical research, and optimization strategies to drive revenue growth and profitability in different market segments.