Retail Forecasting with Python and React: A Case StudyRetail Forecasting with Python and React: A Case Study
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My university Final Year Project featured a full-stack retail demand forecasting and inventory dashboard built for a 20-branch Pakistani retail SME. I built the Python (Prophet) forecasting pipeline across 14 product categories on 57,000+ rows of historical POS data, with a React/Node.js web app and Shopify API connector replacing an initial Power BI plan. The dashboard generates monthly stock recommendations (order more / hold / reduce), seasonal demand patterns tied to local events like Eid and wedding season, and live model accuracy tracking.
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