Predictive Analytics
Supply Chain Demand Forecasting
Client
Global Logistics Inc
Project Type
Demand Forecasting
Project Date
Mar 2025
Project Overview
ML-powered demand forecasting system for global supply chain optimization
Project Overview
We built a sophisticated demand forecasting system that predicts product demand across 50+ countries, enabling optimal inventory management and reducing waste. The system considers multiple factors including seasonality, trends, and external events.
Forecasting Capabilities
- Multi-horizon predictions
- Real-time data integration
- Weather and event correlation
- Promotional impact analysis
- Automated reorder suggestions
- Supply chain optimization
Supply Chain Results
Improved forecast accuracy by 40%, reduced inventory costs by $15M annually, and decreased stockouts by 60%.
Project Duration
🏢 EnterpriseTechnologies Used
Python
Prophet
LightGBM
Apache Airflow
Snowflake
Tableau
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