shivamrajput130/rossmann-app repository overview

⁠Rossmann Store Sales Forecasting

Production-ready MLOps project for forecasting daily retail sales using XGBoost.

⁠Features

• XGBoost Regressor
• Optuna Hyperparameter Tuning
• MLflow Experiment Tracking
• FastAPI REST API
• Streamlit Dashboard
• Dockerized Deployment

⁠Pull Image

docker pull shivamrajput130/rossmann-app:latest

⁠Run Container

docker run -p 8000:8000 -p 8501:8501 shivamrajput130/rossmann-app:latest

⁠Access

FastAPI: http://localhost:8000/docs⁠

Streamlit: http://localhost:8501⁠