I will build an ocr document extraction or computer vision pipeline
AI Automation Engineer RAG Chatbots n8n and Python
About this Gig
Turn scanned documents, images, or video into structured data and computer-vision outputs.
I build Python OCR and computer-vision pipelines for business workflows. Your solution can combine image preprocessing, text recognition, field extraction, validation, CSV or JSON output, APIs, and deployment.
SOLUTIONS CAN INCLUDE
OCR for invoices, forms, receipts, reports, and scanned PDFs
Deskewing, denoising, image cleanup, and quality checks
Structured field and table extraction
Object detection, classification, and image processing
Confidence scoring and human-review routing
FastAPI integration, testing, source code, and documentation
I work with Python, OpenCV, PyTorch, TensorFlow.
Basic is a prototype for one layout or image task. Standard is a reusable pipeline for up to three layouts with validation and API delivery. Premium is a production-oriented system with deployment, testing, monitoring guidance, and full handover.
Before ordering, share representative samples, desired fields or detections, expected output, volume, accuracy target, and deployment environment. Remove confidential information from samples. Cloud and third-party fees are not included.
My Portfolio
FAQ
Can you work with confidential business documents?
Yes. After ordering I can work in a secure buyer-owned environment. Before ordering, please share only anonymized samples with confidential details removed.
Can you guarantee 100% OCR accuracy?
No. Accuracy depends on image quality, layout, language, and field complexity. I test on representative samples and can add confidence thresholds plus human review.
Which output formats can you provide?
I can deliver CSV, Excel, JSON, database-ready records, or a REST API. The exact format and schema are agreed from your samples before development.

