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  • Aalto SCI Computer Science Konemiehentie 2


Research activity per year

Personal profile

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.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 13 - Climate Action

Education/Academic qualification

Doctoral degree, Engineering and Technology, Aalto University

Award Date: 20 Apr 2016

Master's degree, Engineering and Technology, Aalto University

Award Date: 13 Jun 2012

Bachelor's degree, Engineering and Technology, Aalto University

Award Date: 15 Jun 2011


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Collaborations and top research areas from the last five years

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