Billing risks evaluation

Project description:

The client owns a large power transmission network including power stations and power transmission towers. The goal of the project was to develop the prediction model for calculating the risks of payment according to the billing information of power transmission tower users. Such a model helped the client in planning the budget and early notification of clients who potentially have long due delays in payment of the bills.

Technologies:

• AWS, Python, Python SciKit Learn (shap, xgboost, statsmodels)