Bank Guarantee Document Automation Platform

Project overview

This enterprise Banking automation platform supports document intake, intelligent extraction, business validation, compliance-oriented checks, and controlled guarantee preparation workflows.

Problem

Bank guarantee processing involves document-heavy validation, repeated data entry, and strict consistency and compliance checks.

Solution

Developed an automation workflow that extracts structured information from banking documents, applies business validations, and supports guarantee preparation through controlled stages.

• OCR and NLP-based data extraction
• Multi-occurrence validation and deduplication
• Document and business-rule consistency checks
• REST API integration with enterprise systems

Technology stack

My role

I worked on the extraction architecture, Django services, Oracle-backed workflows, multi-occurrence validation, deduplication logic, API integrations, and production exception handling.

Business impact

The solution improved extraction reliability and reduced repetitive manual verification by combining OCR and NLP with deterministic validation, deduplication, and review checkpoints.

Improved extraction reliability and reduced repetitive manual verification while preserving review checkpoints for banking operations.