September 2022 - Present: Associate Professor at the Faculty of Mathematics and Statistics of the University of St. Gallen, Switzerland; September 2021 - August 2022: Associate Professor in the Department of Statistics at the University of Warwick, UK, with an Honorary Associate Professor role; Previously: Assistant Professor at the Department of Mathematics and Statistics of the University of Konstanz, Germany.
Education
Ph.D. from Taras Shevchenko National University of Kyiv, Ukraine; Postdoctoral years at Laboratoire de Mathématiques de Besançon, Université Bourgogne Franche-Comté, funded by a Faculty for the Future Schlumberger Award and by the Région de Franche-Comté.
Background
Research interests: Reservoir Computing (RC) and state-space systems, statistical/machine learning of dynamic processes, learning theory for dynamical systems and dynamical systems for learning, time series analysis and forecasting, and financial econometrics.