Case StudyApex Retail

E-Commerce Inventory Forecasting Model

Implemented a lightweight machine learning pipeline to forecast stockouts with 92% accuracy, integrating directly with Shopify and their global supply chain.

E-Commerce
Python
Predictive Analytics
E-Commerce Inventory Forecasting Model
<h2>The Challenge</h2><p>Constant stockouts during seasonal spikes were costing the client millions in lost revenue.</p><h2>Our Solution</h2><p>We engineered a Python-based forecasting model that analyzes historical Shopify data and automatically flags high-risk SKUs to the procurement team via Slack.</p>

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