At Technical University of Kenya, I facilitate spatial planning instruction and mentor students in urban design, settlement patterns, and spatial development.
I also conduct spatial analyses and urban planning case studies focused on urbanization challenges, infrastructure, and zoning models.
As a freelance AI Trainer & Data Annotation Specialist, I perform prompt quality assurance, data annotation, transcription, and model evaluation. I assess text and audio datasets across complex reasoning tasks.
Through freelance translation and creative projects, I translate and edit English-to-Kiswahili content, and produce, arrange, and edit audio tracks and musical compositions.

