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 uncertainty and learn from data,
- develop statistical procedures for hypothesis testing, estimation, and decision making,
- apply such models and procedures to problems in Engineering and Finance.
At present, I work on machine learning for Autonomous Driving at Veoneer Inc. as well as conduct academic research in the group of Prof Thomas Schön at the Department of Information Technology, Uppsala University. Also, I am associated with the Centre for Interdisciplinary Mathematics at Uppsala University. Over the years, I have gained varied academic teaching experience including lecturing at master's level. I completed a PhD in Mathematics with a focus on Mathematical Statistics and Financial Mathematics at Uppsala University as well as undergraduate and master's studies in Mathematics at Oxford University.