Welcome to my personal website!
I’m a senior machine learning researcher at Secondmind (previously known as Prowler.io) and a visiting professor at Barcelona Graduate School of Economics. My mission is to improve our understanding of intelligence. In my research I focus on generalization, learning and decision making - in my opinion key faculties of intelligent agents, both human and artificial.
I obtained a PhD in Economics from Pompeu Fabra University, where, under supervision of Prof. Robin M. Hogarth, I worked on understanding human learning and decision-making, using probabilistic modelling and reinforcement learning. After that I moved to University College London where under supervision of Prof. Ray Dolan and Prof. Peter Dayan I studied human generalisation and function learning, and probed interactions between learning, choice and attention processes. Currently, at Secondmind, I’m a member of a reinforcement learning team where I’m developing new model-based reinforcement learning algorithms and applying them to real-world problems. At Barcelona Graduate School of Economics I teach reinforcement learning course to data science master students.
Finally, you can also find me at:
Source code for the blog can be found at Github. I have used Jekyll with a slightly modified Minima theme. I am using great fonts developed by Rasmus Anderson - Interface, and Pandoc flavour of markdown, via jekyll-pandoc plugin.