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You will get Document/Images OCR to Structured JSON . High Accuracy, Cost-Optimised
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Project details
This project delivers a production-grade OCR pipeline built for bilingual (Arabic/English) documents with unmatched accuracy, speed, and cost efficiency. What sets it apart is the combination of three top-tier OCR providers — Mistral, Google Gemini Vision, and Groq Llama 4 Vision — intelligently routed for optimal cost and performance. The system includes advanced preprocessing for Arabic text, strict JSON schema validation to eliminate hallucinations, and a real-time cost calculator. It’s designed with scalability, maintainability, and deployment readiness in mind — a fully engineered solution, not just a prototype.
AI Algorithms
Large Language ModelAI Applications
AI Content Creation, AI Text-to-Image, AI-Generated Code, Conversational AI, Image Processing, Image Recognition, Image-to-Image Translation, Natural Language Understanding, Object Detection, Text RecognitionAI Development Language
PythonAI Models
ChatGPTWhat's included $150
These options are included with the project scope.
$150
- Delivery Time 2 days
- Number of Revisions 2
- AI Model Integration
- MLOps
- Source Code
Optional add-ons
You can add these on the next page.
Fast 1 Day Delivery
+$50Frequently asked questions
16 reviews
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CK
Chi Erh Pei K.
Jan 28, 2026
AI Productivity Workflow Consultant
Thanks this guy very professional
CK
Chi Erh Pei K.
Jan 28, 2026
AI Productivity Workflow Consultant
Thanks this guy very professional
fk
ferris k.
Jan 14, 2026
Ai Agent
fk
ferris k.
Jan 14, 2026
Ai call center
Great communication, goes xtra like for clients
HI
Haidar I.
Jan 13, 2026
Arabic AI Voice Travel Agent for Inbound Calls
Excellent work and very professional. Very responsive, highly experienced, and extremely helpful throughout the project. Haitham understood the requirements perfectly, suggested smart cost-cutting solutions, and delivered high-quality results on time. Highly recommended and would gladly work together again.
If you try him, you will understand what I mean
If you try him, you will understand what I mean
About Haitham
AI Engineer | Conversational AI & Automation Architect
100%
Job Success
Cairo, Egypt - 4:08 am local time
As a Generative AI Engineer, I turn static systems into living, conversational interfaces that can listen, think, and respond with human-level nuance.
I design intelligent voice and chat agents that don’t just follow scripts — they reason, remember, and adapt. My work blends the creative edge of LLMs with the discipline of engineering: frameworks like LangChain, LlamaIndex, and Dify.ai, paired with n8n for automation and Flask for solid backend logic.
Behind the scenes, I handle the serious infrastructure: LLMOps pipelines, RAG systems, and speech-to-text / text-to-speech integration for real-time, multilingual interaction. I’ve connected PBX, SIP, and contact center systems directly with AI agents to give companies truly voice-driven automation.
Whether it’s a voice assistant that qualifies leads, a WhatsApp bot that answers students instantly, or an AI system orchestrating calls through LiveKit and Twilio, my mission stays the same — to make technology sound less like a robot and more like a partner.
Steps for completing your project
After purchasing the project, send requirements so Haitham can start the project.
Delivery time starts when Haitham receives requirements from you.
Haitham works on your project following the steps below.
Revisions may occur after the delivery date.
Step 1 Title: Setup, Requirements & Schema Alignment
Collect your sample documents and confirm whether a custom JSON schema exists. If yes, integrate it directly; if not, design one for your document types. Set up the FastAPI environment, connect OCR providers preprocessing (deskew, denoise, CLAHE)
Step 2 Title: Integration, Validation & Deployment
Build and integrate the full OCR pipeline with smart provider routing, JSON schema validation, and accuracy checks. Optimize performance, then deploy a production-ready API with docs and Postman collection.