Yang Liu is an AI solution engineer in the Content Lifecycle Management Platforms team at the International Monetary Fund. His work includes building machine learning and econometric models with alternative datasets for economic research. His project World Seaborne Trade in Real Time won the industry award 2021 CIO 100. He holds a PhD in engineering from MIT.