Xing (Michelle) Liu, Ph.D., is a professional in model risk management with extensive experience in quantitative analysis. Currently serving as a Manager and previously as a Quant Analytics Senior Associate at KeyBank since August 2021, Liu has built a strong foundation in data modeling and analysis through previous roles as a Senior Data Modelling Analyst at Experian from June 2017 to August 2021 and as a Quantitative Analyst focused on CCAR Modeling at Bank of the West from December 2015 to June 2017. Liu holds a Doctor of Philosophy in Economics from the University of Arizona, obtained in 2015, and a Master of Arts in Economics from the University at Albany, completed in 2010.
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