rnrahate/churnlens repository overview

🐳 ChurnLens - Customer Churn Prediction Dashboard A production-ready Streamlit application for predicting customer churn using an Artificial Neural Network (ANN). This containerized solution provides an intuitive interface for real-time churn probability predictions with pre-trained machine learning models.

⁠Features

✨ Real-time churn prediction using deep learning 🎯 User-friendly Streamlit interface 🔧 Pre-trained ANN model with 90%+ accuracy 📊 Automatic feature scaling and encoding 🐳 Docker containerized for easy deployment ⚡ Multi-stage build for optimized image size

⁠Quick Start

docker run -p 8501:8501 rnrahate/churnlens:latest