Building the operating system for maritime revenue collection in the DRC — from policy alignment with the Ministry of Transport to dbt pipelines under the hood.

Liverpool John Moores University. Agentic systems, applied ML for resource-constrained environments, AI for institutional accountability.

Continuing publication work on using satellite imagery to improve vaccine coverage estimates in the DRC.

Particularly interested in mandates where data systems carry real institutional accountability.