Allan Mbabani has over 5 years of data visualization, working with NGOs and government offices. His most outstanding projects involved working with refugee settlements and hosting community context data using tools such as Umap, Carto DB, QGIS and Microsoft Excel to make dashboard data with infographics, Mapmaking (static maps and interactive maps) and training on open source tools for visualizations on OpenStreetMap and HDX (Humanitarian Data Exchange) platforms.