ML Prediction — 1moby

An internal analytics platform for 1moby, a B2B SaaS messaging company. The system imports fixed-schema Excel files, stores raw and cleaned datasets, trains champion models, and creates prediction runs for each customer. It combines lifecycle rules with ML models for churn probability, six-month CLV, and 30/90-day credit consumption forecasts, then exposes the results through a dashboard, REST API, and model performance views.