
Handwritten PDF Extraction & HubSpot Mapping
My role: Automation Developer — n8n, Python REST API & HubSpot CRM Integration
Project overview
Smart document automation system that extracts handwritten PDF data and maps it into HubSpot CRM fields through n8n and a Python REST API backend.
Problem
Manual data entry from handwritten PDFs was slow, inconsistent, and difficult to connect cleanly with CRM records.
What I built
Built an API-driven workflow where n8n triggers a Python REST API for OCR processing, parses the extracted data, and maps the output into HubSpot contact or deal fields.
Result
Reduced manual CRM entry work and created a scalable document-to-CRM workflow that can fit into existing HubSpot operations.










