Client: Global Logistics and Supply Chain Firm
Tools: Azure Form Recognizer, OpenCV, FastAPI, MongoDB
Challenge:
Manual entry of shipping labels, invoices, and customs forms led to delays and errors in shipment.

Solution:

• Developed an OCR pipeline using Azure Cognitive Services + Form Recognizer
• Custom trained models for multi-language, multi-format docs
• Used OpenCV for image preprocessing and layout detection
• Integrated with internal ERP via secure APIs built in FastAPI

Outcome:
95% accuracy in document digitization. Reduced manual processing time from 2 days to under 4 hours per shipment batch.