Supply Chain Forecasting Generative AI
Time series forecasting for supply chain management, leveraging Prophet and Generative AI for insights.
Project Overview
A powerful time series forecasting application for supply chain management, combining Facebook Prophet with Generative AI to deliver actionable insights for business leaders.
Technical Approach
Developed using Facebook Prophet for demand pattern modeling and supply variability analysis. Integrated Generative AI to produce natural language insights and recommendations. Deployed as an interactive Streamlit dashboard.
Key Results
Accurate demand forecasting with Prophet models. Non-technical stakeholders can visualize forecasts and scenarios through the Streamlit interface. AI-generated insights improve decision-making speed.
Technologies Used
Python, Prophet, Streamlit, Generative AI, Pandas, Matplotlib