currently in the belly of the beast.
🔭 PhD in AI for Society with a focus on eXplainability and Generative Models
🔬 Postdoctoral researcher working on AI for the social good
🌱 Currently learning AI safety, red teaming techniques, and transformers
💬 Ask me about explainable Climate Change
😏 I'm looking for help to change the world, one commit at a time
- AI for social good applications
- Responsible AI development
- Knowledge representation and reasoning
- Agentic AI
- Explainable AI (XAI): LIME, SHAP, Concept Bottleneck Models, LoRE, rule-based systems, federated explanation aggregation
- Learning to Reject and Selective Classification
- Federated learning with a focus on explainability
- Physics-informed neural networks for fluid and thermodynamic simulations
- Traffic flow reconstruction using traditional ML and continuous learning
Member of the research group Knowledge Discovery and Data Mining Laboratory(KDD)
Division of KDD @ Scuola Normale Superiore, DHAI group
Member of the XAI Research Group
Ph.D. in AI from the Italian National Doctoral Program