Software
I design and implement reusable research software and data systems that move population-health methods into reproducible analysis and operational infrastructure.
MultimodalVA
Research software · repository currently private
- Problem
- Automated verbal autopsy methods commonly use structured responses without incorporating the information in free-text narratives.
- My role
- Developer and maintainer; designed and implemented the package's unified research workflows.
- Technical scope
- Narrative and tabular models, multimodal ensembles, training and prediction pipelines, hyperparameter optimization, evaluation, and visualization.
Reference Data Archive software and data platform
Operational research infrastructure · public platform
- Problem
- Reference mortality datasets need consistent ingestion, metadata, quality control, access, and analytics workflows across institutions.
- My role
- Core developer and platform manager for the WHO-hosted RDA.
- Technical scope
- Data ingestion and curation, metadata, automated workflows, NADA and user-facing APIs, analytics environments, documentation, and user/data management.