currently in the belly of the beast.
🔭 I'm currently finishing a PhD in AI for Society with a focus on eXplainability and Generative Models
🔬 Post-doctoral researcher working on AI for the social good
🌱 Currently learning AI safety and red teaming methodologies
💬 Ask me about explainable Climate Change
😏 I'm looking for help to change the world, one commit at a time
- Explainable AI (XAI): LIME, SHAP, Logic Explained Networks, LoRE, rule-based systems, federated explanation aggregation
- Knowledge representation and reasoning
- AI for social good applications
- Responsible AI development
- Traffic flow reconstruction using traditional ML and continuous learning
- Physics-informed neural networks for fluid and thermodynamic simulations
- Federated learning with a focus on explainability
- Learning to Reject and Selective Classification
