I am postdoctoral researcher in probabilistic risk and safety analysis. My core research is concerned with the application of probabilistic modelling and machine learning to problems in intelligent maintenance operations which can be characterized by data-driven innovations and will result in far better avoidance of failures, significantly reducing whole-life costs, better running of assets, increasing the resilience of components while no inappropriate risks needs to be taken.