ProjectTelecommunications
Customer Churn Prediction
A complete end-to-end ML case study for a telecom company. From raw data to a deployed API — covering EDA, feature engineering, model selection, hyperparameter tuning and business impact analysis.
Projects
End-to-end case studies
Real ML projects from problem definition to production. Each project is a complete case study covering the entire ML lifecycle with business context.
ProjectFinancial Services
Credit Scoring Model for Microfinance
Building a credit scoring model using alternative data sources for an East African microfinance institution. Includes fairness analysis and model explainability.
ProjectRetail & Logistics
Supply Chain Demand Forecasting
Using time series models and ML to improve inventory forecasting accuracy for a fast-moving consumer goods distributor across 12 African markets.