Carol Sobral
PhD student
Carol Sobral is a PhD candidate and research associate at the Hertie School's Data Science Lab in Berlin. Her research focuses on the application of statistical models and machine learning to urban cycling data. Prior to joining Hertie, Carol worked on fiscal policy analysis at the Brazilian National Treasury. She holds a Master of Public Policy from the Hertie School and a Bachelor of Economics from the Federal University of Paraná, Brazil.