Visualization

Poverty mapping

Two interactive tools developed for the World Bank to visualize the geographic distribution of poverty and access to basic services in Kenya & Vietnam

Fintrends, Finvoices and Fintrax

Three interactive tools developed for FSD Kenya to shed light on how Kenya's population accesses, uses and thinks about financial services.

Kenya National Safety Net Program Expansion Tool

A data-driven tool to help Kenya's cash transfer programs make informed decisions how to allocate resources geographically.

Povsim

Simulating trends in poverty & inequality in Kenya