Dongpeng Liu
About Dongpeng Liu
Dongpeng Liu is a Staff Data Scientist currently working at Faire, where he has been responsible for creating roadmaps for underwriting projects and implementing model monitoring frameworks. He has an extensive background in data science and credit risk modeling, with previous roles at RBC, PwC Canada, and Nanjing University.
Current Role at Faire
Dongpeng Liu serves as a Staff Data Scientist at Faire, a position he has held since 2023. In this role, he is responsible for creating both quarterly and semi-annual roadmaps for underwriting projects. He has also implemented an automated model monitoring framework to assess model performance and stability of score distributions. Additionally, he developed a data science pipeline specifically for net terms pre-approval, contributing to the efficiency and effectiveness of the company's data-driven decision-making processes.
Previous Experience at RBC
Dongpeng Liu worked at RBC from 2018 to 2021, where he held the position of Associate Director, Credit Modeling and Methodology. His tenure lasted three years and took place in Toronto, Ontario, Canada. Prior to this role, he was a Senior Analyst in Credit Risk Modeling and Stress Testing at RBC for eight months in 2018. His experience at RBC focused on credit risk and modeling methodologies.
Academic Background
Dongpeng Liu has a strong academic background in economics. He earned his Bachelor of Arts in International Economics and Trade from Renmin University of China, studying from 2004 to 2008. He then pursued further studies at the University of California, Riverside, where he achieved both a Master of Arts and a Doctor of Philosophy in Economics, completing his PhD in 2014 after six years of study.
Experience at Nanjing University
Before his roles in Canada, Dongpeng Liu served as an Assistant Professor at Nanjing University from 2014 to 2017. During his three years at the university, he contributed to the academic community and engaged in research and teaching in the field of economics.
Role at PwC Canada
In 2021, Dongpeng Liu worked at PwC Canada as a Manager in Quantitative Credit Risk for a period of seven months. His role involved applying quantitative methods to assess credit risk, further enhancing his expertise in the financial sector.