Our Projects
The examples presented here are demonstrative projects that reflect the type of solutions we deliver for our clients. As a matter of professional integrity and compliance with data privacy and confidentiality standards, real client data, analysis, and project deliverables are not publicly disclosed.
Customer Churn Prediction for an Insurance Company
We developed a sample customer churn prediction solution using five years of policy, claims, and customer interaction data. The solution applies a gradient-boosted ensemble model to identify customers who are likely to leave or fail to renew their policies.
Executive Dashboard for Telecommunications KPIs
We created a sample executive dashboard solution for a telecommunications environment where operations, finance, and customer experience teams were relying on separate spreadsheet-based reports.
Retail Sales Forecasting
We built a sample retail sales forecasting solution using four years of transaction data. The project involved preparing the data, engineering more than 60 time-series features, and training an XGBoost forecasting model.