Research programme
A coherent programme connecting clinical obstetric experience, causal inference, survey-weighted epidemiology, electronic health records, model validation, and implementation-ready evidence systems.
Research on the critical interval where preventable maternal deterioration can be recognized, escalated, and rescued.
Population and survey-based work on reproductive access, facility birth, intrapartum care, and newborn survival.
Evaluation of prediction models under real clinical constraints, with attention to leakage, calibration, workload, and deployment.
Cross-country and nationally representative analyses focused on health-system performance and inequitable maternal-risk gradients.
Methods that distinguish signal from artifact in administrative, survey, EHR, and text-based biomedical data.
Teaching and reproducible-methods work translating complex statistical models into transparent applied workflows.
Output distribution
The portfolio remains expandable through the JSON-based CMS while preserving a stable public architecture.