I am an internal medicine physician at Hospital da Luz Lisboa and clinical analytics lead of the Value Based Health Office at Luz Saúde, where I work on patient-reported outcomes, clinical indicators and population risk stratification.
I hold a PhD in biomedical engineering from Instituto Superior Técnico, Universidade de Lisboa, on multimorbidity measurement and risk prediction from clinical data. I teach data analysis at Católica Medical School and serve on the Artificial Intelligence Committee of the Ordem dos Médicos.
Current roles
- Clinical analytics lead, Value Based Health Office, Luz Saúde
- Internal medicine physician, Hospital da Luz Lisboa
- Lecturer in data analysis, Católica Medical School
- Member, Artificial Intelligence Committee (CPIA), Ordem dos Médicos
Education
- PhD in Biomedical Engineering, Instituto Superior Técnico, Universidade de Lisboa (2026)Thesis: Leveraging Data Science for Multimorbidity Measurement and Risk Prediction from Clinical Data
- Specialist in Internal Medicine
Selected publications
- Multimorbidity measurement strategies for predicting hospital visitsBMC Health Services Research, 2026
- Large language models approach clinician performance in ESC cardiovascular risk stratification: a vignette-based benchmark studyEuropean Heart Journal – Digital Health, 2026
- Human-centred AI in clinical practiceChartered Institute of Ergonomics & Human Factors, 2024 (contributor)