In collaboration with other members of Telcom Infra Program's initiative to extend connectivity to currently unserviced rural populations internationally, Vanu is developing novel techniques to enable the effective design and implementation of its small cell mobile networks. In this presentation we discuss recent innovations toward population and coverage modeling using both machine learning and drone application development.