Churn prediction model for business customers that identified potential churners with higher precision than the client’s existing model, achieving a 15-20% improvement in accuracy.

Expanded existing AI agent solution to provide more information regarding reasoning steps and enhance user experience while ensuring evaluation can be executed on sight.

Improving data collection, storage, and reporting using tools like Segment, BigQuery, and Looker, allowing for comprehensive and advanced insights for the e-learning platform.