Juan Diego is a Ph.D. Candidate at the PSTAT department, advised by Professors Gareth W. Peters and Ruimeng Hu. His research focuses on high-frequency financial econometrics, combining deep learning and econometric modeling to study limit-order-book dynamics and volatility forecasting.