I am a researcher working within Machine Learning and Mathematical Statistics, with particular current interests in Deep Learning, Nonparametric Statistics, and Bayesian methods. In my research, I
- build models that capture uncertainties and learn from data,
- develop statistical procedures for hypothesis testing, estimation, and model calibration evaluation,
- apply such models and procedures in Engineering, especially Autonomous Systems.
I am a co-founder at Sensmetry, where we work on quantitative safety evaluation of AI algorithms and autonomous systems. In addition, I conduct academic research in the group of Prof Thomas Schön at the Department of Information Technology, Uppsala University and am associated with the Centre for Interdisciplinary Mathematics at Uppsala University. Previously, I worked on machine learning for Autonomous Driving at Veoneer Inc., did a PhD in Mathematical Statistics at Uppsala University, and completed undergraduate and master's studies in Mathematics at Oxford University.