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Case Studies

Architecture decisions, delivery stories, and lessons from building systems in production.

Cutting dispatch time by 75% with a lightweight Python production system

A direct-to-garment manufacturing operation was losing hours every day to manual picking lists, bulk invoice matching, and shipping labels entered by hand into carrier websites. I architected and built a lightweight Python system that introduced scan-driven item identity, automated print file queuing, and dispatch pods that generated invoices and labels from a single scan. The result: production time halved and dispatch time reduced by 75%.

PythonPandasTKinterAeoonWindowsStorefeederZebraAPI's
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