Amazon A2I , S3 Workflow/Automation
Budget: ₹400 – ₹750 INR
We are seeking a skilled freelancer to assist with setting up and managing Amazon Textract's A2I (Augmented AI) Human Review workflow. The goal is to improve the accuracy of document processing by incorporating human oversight into the AI workflow. You will work closely with our team to review extracted text, correct errors, and refine the quality of processed data. Your expertise will help ensure that the final output meets our business needs.
Responsibilities:
Setup and Configuration:
Configure Amazon Textract and A2I workflows to automate document text extraction and integrate human review.
Set up Amazon A2I tasks and review interfaces to enable seamless human intervention.
Document Review and Validation:
Review documents processed by Textract for accuracy, including text extraction, tables, and forms.
Correct OCR and text recognition errors, especially in complex layouts or scanned documents.
Flag issues and collaborate with the technical team to resolve recurring errors in document processing.
Quality Assurance:
Ensure that all documents reviewed meet the required quality standards before being delivered to stakeholders.
Provide feedback on potential improvements to the Textract pipeline based on errors identified during human review.
Reporting:
Maintain detailed logs of reviewed documents and corrections made.
Communicate with the project manager about bottlenecks or opportunities for improving the process.
Required Skills:
Experience with Amazon Textract: Familiarity with the Textract API, especially in extracting text, forms, and tables from scanned or PDF documents.
Experience with Amazon A2I: Knowledge of setting up and configuring human review workflows in A2I to ensure effective integration of AI and human validation.
Attention to Detail: Ability to identify and correct text extraction errors, including handling edge cases with complex layouts.
Technical Proficiency: Familiarity with cloud services (AWS) and the ability to work with APIs, or willingness to learn.
Communication Skills: Ability to communicate clearly and efficiently, both for documentation and collaboration with team members.
Preferred Experience:
Previous Human Review Experience: Experience with document processing, OCR validation, or similar human-in-the-loop workflows is a plus.
Basic AWS Knowledge: Understanding of AWS services like S3, Textract, and A2I.
Document Processing: Experience in handling legal, financial, or medical documents is advantageous.
Deliverables:
Fully configured Amazon Textract and A2I setup with integrated human review tasks.
High-quality, error-free output after human review.
Reports on progress and errors, with recommendations for further improvement.
Responsibilities:
Setup and Configuration:
Configure Amazon Textract and A2I workflows to automate document text extraction and integrate human review.
Set up Amazon A2I tasks and review interfaces to enable seamless human intervention.
Document Review and Validation:
Review documents processed by Textract for accuracy, including text extraction, tables, and forms.
Correct OCR and text recognition errors, especially in complex layouts or scanned documents.
Flag issues and collaborate with the technical team to resolve recurring errors in document processing.
Quality Assurance:
Ensure that all documents reviewed meet the required quality standards before being delivered to stakeholders.
Provide feedback on potential improvements to the Textract pipeline based on errors identified during human review.
Reporting:
Maintain detailed logs of reviewed documents and corrections made.
Communicate with the project manager about bottlenecks or opportunities for improving the process.
Required Skills:
Experience with Amazon Textract: Familiarity with the Textract API, especially in extracting text, forms, and tables from scanned or PDF documents.
Experience with Amazon A2I: Knowledge of setting up and configuring human review workflows in A2I to ensure effective integration of AI and human validation.
Attention to Detail: Ability to identify and correct text extraction errors, including handling edge cases with complex layouts.
Technical Proficiency: Familiarity with cloud services (AWS) and the ability to work with APIs, or willingness to learn.
Communication Skills: Ability to communicate clearly and efficiently, both for documentation and collaboration with team members.
Preferred Experience:
Previous Human Review Experience: Experience with document processing, OCR validation, or similar human-in-the-loop workflows is a plus.
Basic AWS Knowledge: Understanding of AWS services like S3, Textract, and A2I.
Document Processing: Experience in handling legal, financial, or medical documents is advantageous.
Deliverables:
Fully configured Amazon Textract and A2I setup with integrated human review tasks.
High-quality, error-free output after human review.
Reports on progress and errors, with recommendations for further improvement.