Zhang Ruoyi received the B.Mgt degree in Asset Evaluation from Capital University of Economics and Business, Beijing, China, in 2026. She is currently pursuing the MFin degree in Finance at China University of Petroleum (Beijing), Beijing, China. She is currently a visiting researcher at CERENA, IST, University of Lisbon. Her research focuses on supply chain finance, with prior research experience in carbon markets and climate financial risks.