**GitHub PortfolAI for Urban Resilience**: Prototypes applying machine learning to waste management and flood prediction in Ethiopian communities. - **Key Skills**: Python, data analysis, GIS tools, and participatory design. - **Goal**: Scale these tools through partnerships with local municipalities.