pravalika-mekala/customer-churn-prediction-analytics ? reverse-engineered prompt

Build me a customer churn prediction web app that takes in telco customer data and tells me who is likely to leave, along with a clear explanation of why each customer is at risk.

I want the app to include a simple dashboard where I can upload or use the sample dataset, see churn risk scores, view key charts and model results, and click into an individual customer to understand the main reasons behind the prediction. Please also add useful retention suggestions based on the risk profile, like what kind of offer or action might help keep the customer.

Use the provided dataset, train a solid model, and make sure the app can run locally from a single command and also be ready for deployment. If you need current docs or best practices for the tools you use, look them up online.