I am a Machine Learning Scientist at Amazon, Berlin.
I completed my PhD in Statistical Machine Learning at the Oxford-Warwick Statistics Programme (OxWaSP), advised by Yee Whye Teh, Dario Spanò and Paul Jenkins. I was part of the Oxford Statistical Machine Learning group (OxCSML).
During my PhD I interned at Amazon, Berlin, working in the Core ML team on transfer learning and Bayesian optimization. I also spent a summer as a research intern at DeepMind, London, working in the Science team.
My research interests are at the interface of Bayesian machine learning and deep learning. In particular, I am interested in developing algorithms for large-scale machine learning and Bayesian models with realistic dependency structures. I have applied my work to autoML, meta-learning, topic modeling and population genetics.