This research focus addresses primarily technical aspects of artificial intelligence including topics such as the anonymisation and pseudonymisation of data, the definition of synthetic data, the monitoring and bringing into production of machine learning models (MLOps), and distributed machine learning approaches.
- Data Acquisition for AI, Data Synthesis
- Data Engineering
- DataOps, DevOps for AI/MLOps
- AI Architectures, Cloud Computing
- Federated Machine Learning
- Knowledge Graphs, Linked Data