Services

I produce analysis and tools for organizations where standard data sources are not enough.

Land conflict due diligence – Detect ground-truth liability risk for an area with satellite and event data.

Multi-signal monitoring – Track compliance and coercion dynamics in multiple conflict areas over time.

Ground truth infrastructure – Build SMS-based field reporting infrastructure for underconnected communities.