I am a Senior Researcher and Lecturer at SUPSI-IDSIA, member of the Imprecise Probability Group lead by Marco Zaffalon and Leader of the SIB group Machine Learning for Bioinformatics and Personalised Medicine.

I lead the Knowledge-Informed AI group (KIAI) at IDSIA, which develops machine learning methods that combine data with scientific and expert knowledge.

My research focuses on:

• Machine learning for personalised medicine
• Physics-informed machine learning
• Causal AI
• Bioinformatics
• Federated learning
• Probabilistic graphical models
• Bayesian hierarchical models

You can find more information on my CV.