At Zelora Jewelry, I founded and manage an independent jewelry business, overseeing product sourcing, pricing, marketing, sales, and customer service. I generated over KSh. 250,000 in revenue in 2025 and track sales and expenses to inform stock and pricing decisions.
For my final year project, I’m applying geospatial analysis in QGIS to map public transport access across Kibera and identify underserved areas. I’m producing spatial visualisations to highlight accessibility gaps and support evidence-based urban planning recommendations.
My data and analytics projects include an interactive Power BI dashboard for credit card fraud trends and transaction metrics, an artificial neural network to predict diabetes, and a large language model chatbot that responds to queries in Kiswahili.

