Work / 14
Work
Projects, publications, reports and research software. Each item states the precise role behind it.
Projects
- 01Children's dataFederated learning for children's data: encoding trust in education systemsPolicy · Author2025
- 02AssuranceAn assurance toolchain for deployed AIProject · Author2026
- 03Wearable signalsData preprocessing and machine learning in wearable data analysis: assessing efficacy and challenges for mental health monitoring of healthcare professionalsPaper · Author2024
- 04Data for learningThe Transformative Potential of Data for LearningReport · Writing team2023
- 05AI in healthAI in health: how smart technology is breaking new frontiers in medical carePolicy · Author2026
Everything else
- PaperBA-FedSHAP: A reproducible toolkit for auditing background-induced attribution driftAuthor, SSRN
- PolicyAI in health: how smart technology is breaking new frontiers in medical careAuthor, Digital Skills and Jobs Platform, European Commission
- ProjectAn assurance toolchain for deployed AIAuthor, Zenodo
- SoftwareCSA-Lite, Context-Sliced AI Assurance LiteAuthor, Zenodo
- SoftwareLEXON-Bench, Executable AI Regulatory Obligation ReasoningAuthor, Zenodo
- SoftwareRCEA Passport Engine, Role-Conditioned Evidentiary AdequacyAuthor, Zenodo
- SoftwareProvena, reproducibility package for evidence-laundering stress testsAuthor, Zenodo
- SoftwareBA-FedSHAP, auditing background-induced attribution driftAuthor, Zenodo
- PolicyFederated learning for children's data: encoding trust in education systemsAuthor, UNICEF Innocenti, Office of Strategy and Evidence
- TalkIntegrating Federated Learning with Data Governance Frameworks for Collaborative and Secure Analysis of Sensitive DataInvited lecture, CITIC, Universidade da Coruña, A Coruña, Spain
- PaperData preprocessing and machine learning in wearable data analysis: assessing efficacy and challenges for mental health monitoring of healthcare professionalsAuthor, Université Paris Cité
- TalkAI literacy and critical thinkingPanel moderator, Ninth community workshop on Explainable AI, Brussels, Belgium