Passionate Data Science and Machine Learning professional with experience in predictive modeling, cloud (AWS), and visualization. I specialize in delivering actionable insights and AI-driven solutions.
Built a data-driven platform to streamline school transportation in Nairobi. Leveraged geospatial data and ML to design safer, shorter, and efficient routes aligned with SDG 4 & 11.
GitHub RepoDeveloped a machine learning solution to forecast airline fares using historical data and market trends. Applied ensemble models (Random Forest, XGBoost, CatBoost), time-series features, and a Streamlit app for real-time prediction.
GitHub Repo Live Demo (Coming Soon)Created an AI-powered course advisor using Retrieval-Augmented Generation (RAG) to guide Kenyan students through course selection. Built during the World Bank-sponsored THiNK Botathon.
GitHub Repo