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Healthcare & Pharmacy
AI Demand Forecasting Engine
Retail Pharmacy Chain · Confidential

The Challenge
A multi-outlet pharmacy chain relied on manual inventory planning, leading to frequent stockouts of essential medicines, excess inventory, product expiries, and difficulty predicting seasonal demand fluctuations.
The Solution
An AI-powered demand forecasting platform that analyzes sales history, inventory movements, seasonal trends, weather patterns, public holidays, and health indicators to generate accurate demand predictions and automated replenishment recommendations.
Tech Stack
PythonMachine LearningFastAPIPostgreSQLForecasting ModelsAnalytics Dashboard
35%
Reduction in stockouts
22%
Reduction in excess inventory
18%
Increase in forecast accuracy
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