I am a Senior Machine Learning Scientist at Amazon Research Cambridge and a Visitor Researcher of the department of Mathematics and Statistics of Lancaster University. My research focuses on the development of probabilistic machine learning methods for uncertainty quantification and data-efficient sequential decision making. I work on the challenges arising when uncertainty of different types (the loss of precision induced by numerical calculations, data errors, model miss-calibration, etc.) need to be be propagated, controlled and reduced in complex pipelines. As fields of application of my research I am interested in computational biology, health, robotics and environmental sciences.