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Delivery patterns prediction system

NDA

Technologies:
AWS Redshift, Zoho Analytics, Python
Project duration:
1.5 months
Foodtech
In partnership:
1 year
MENA

To create an analytical tool predicting customer behavior to forecast supply-demand and manage the workload

Challenge:
  • Analysed and validated large raw data sets
  • Created Data Warehouse tool with predictive insights on geography of customers, quality of requests, billing system data, usage of functionality
  • System predicts the number of requests from certain geographies
  • Built visual reports
Key deliverables:
The business has a clear vision of the number of orders in certain areas, can forecast the supply-demand required and manage all orders effectively.
Business value:
x2.7
Cost per order significantly reduced
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