Assistant Professor, Academy Postdoctoral Researcher
Research units & titles
Artistic and research interests
I have a broad interest in statistical modelling, machine learning, and signal processing. My key research interests are in Bayesian inference methods for stochastic dynamical systems, linear and non-linear Kalman filtering, and Gaussian process models and infinite-dimensional Kalman filtering for spatio-temporal models.
My application areas revolve around real-time inference applications on limited hardware such as smartphones. These include sensor fusion applications for tracking and localisation, and temporal and spatio-temporal modelling of, e.g., the weather and human brain.
Doctor of Science (Technology), Information Technology, Aalto University
Master of Science (Technology), Engineering Physics, Aalto-yliopisto, Perustieteiden korkeakoulu
Bachelor of Science (Technology), Engineering Physics, Aalto-yliopisto, Perustieteiden korkeakoulu