Featured Projects
AI First-Aid Assistant
An end-to-end web application that provides immediate, reliable, and safe first-aid guidance using a sophisticated AI backend, integrated hospital finder, and conversational memory.
Next.jsPythonFastAPIRAGPostgreSQLSupabaseHugging FaceTailwindCSSPostGISTypeScript
An All-Weather AI for Landslide Detection
An end-to-end machine learning system that accurately detects landslides from satellite imagery. I designed it to work even when clouds obscure the ground, and deployed it as an interactive web application with a FastAPI backend that provides real-time, explainable predictions.
PythonLightGBMTensorFlowPandasScikit-learnSHAPStreamlitFastAPI
Africa Credit Challenge: Predicting Loan Default
An end-to-end data science project that predicts loan default from transactional data. I performed deep EDA and advanced feature engineering, compared multiple models to select a champion, and built a practical 5-tier credit scoring system for business use.
PythonPandasScikit-learnXGBoostLightGBMCatBoostFeature EngineeringClassification