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Portfolio

Automated document processing tool

Streamlining document management for improved OCR accuracy
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Automated document processing tool project image

Overview

  • Industry

    Fintech

  • Provided services

    Backend development, Data science

  • Type of the project

    Web platform

  • Duration

    August 2022 — November 2022

About the project

Our partner’s web platform for customer financial management needed an upgrade to its data processing, OCR accuracy, and document validation tools. To start, we automated data extraction and validation, but challenges with their database led to modifying their data management system. After an in-depth analysis of both MySQL and MongoDB, we ultimately chose MongoDB to be their new data management system, because of its flexibility and easy handling of unstructured financial documents. We also built a document validation system to catch any errors in their data and suggest corrections.

The next step was developing an API service to receive scanned PDF documents, automatically parse them with OCR, and return structured JSON outputs. We used REST as a communication protocol for data encryption, and our work was complete. We overhauled our partner’s inefficient data processing practices and delivered a new system to automate repetitive work, making document processing more efficient and accurate.

Project outcomes

  1. Automated document processing and improved accuracy with precise data extraction and validation.
  2. Highly secure management of financial data in compliance with best practices and industry regulations.
  3. Efficient document correction with automated suggestions.

Stack

  • — Frontend
  • — Backend
  • JavaScript
  • AJAX
  • Python 3
  • Flask
  • MongoDB
  • Anaconda
  • PyTorch
  • OpenCV
  • EasyOCR
  • Transformers
  • pdf2image
  • NumPy
  • Pillow
  • Scala
  • Play framework
  • Git
  • Docker
  • PyCharm
  • IntelliJ IDEA

Key features

1 Automated PDF data extraction
2 OCR-powered document parsing
3 Real-time validation and correction
4 Flexible MongoDB data storage
5 Secure REST API integration
Automated document processing tool project screenshot 1
Automated document processing tool project screenshot 2
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Let’s talk

The most impactful partnerships start from a first conversation – so let’s have one!

Contact the Aimprosoft team directly using the form on the right. Simply enter your details and we will get back to you shortly, usually in less than 24 hours.

Contact us directly via

+44 20 8144 4696

contacts@aimprosoft.com

Visit our HQ in

Cyprus, Nicosia, Griva Digeni, 81-83 Jacovides Tower, 1st floor

Meet our representatives in

The UK, Spain, Bulgaria, Poland, and over 15 other European countries

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    Contact us directly via

    +44 20 8144 4696

    contacts@aimprosoft.com

    Visit our HQ in

    Cyprus, Nicosia, Griva Digeni, 81-83 Jacovides Tower, 1st floor

    Meet our representatives in

    The UK, Spain, Bulgaria, Poland, and over 15 other European countries