Elena is postdoctoral researcher at the Mathematics Department in the University of Oxford. She obtained her PhD in pure mathematics from Tel Aviv University.

In her research Elena is applying knowledge and methods originating from within pure mathematics to develop new approaches in data analysis and machine learning. Her interests include representation learning and applications of rough path theory to data science. Her pure mathematical research is in geometric representation theory and category theory.