As part of the Advanced Analytics team, Dr. Bauer partners with various business lines at IHS Markit to develop new, innovative products that involve the application of data science techniques, such as machine learning, artificial intelligence and predictive modelling. He leads a range of data science initiatives working closely with our financial services, automotive and energy teams. He has more than ten years of experience in quantitative modelling with a focus on machine learning, statistics, optimization and distributed computing. Dr. Bauer has a proven research record with more than thirty peer-reviewed papers published. He holds a Master of Science in applied mathematics from the University of Cambridge and a Ph.D. in theoretical physics from Imperial College London, United Kingdom.