I am a new Postdoctoral Fellow in statistics and machine learning. I received my PhD from the University of Cambridge in 2023, where I worked on Bayesian methodology for Gaussian graphical modelling, with applications in autoimmune disease and cancer omics. At the University of Oslo, I will work in Johan Pensar’s group at the Centre for Knowledge-driven Machine Learning, Integreat . The focus will be on developing new supervised learning methods that, by integrating causal inference principles, exhibit enhanced robustness, particularly in their ability to generalise adequately to new domains.