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umerjavaidkh/README.md

Umer Javaid

Senior AI/ML Engineer — Arabic-first LLM & Retrieval Systems at National Scale

10+ years building production systems, now focused on Arabic-language LLM and retrieval applications at national scale.

I build the thing Saudi Arabia's AI push needs most: Arabic-first, culturally-grounded conversational AI that actually works in production. I engineered the bilingual (Arabic + English) AI layer behind chat.dubai.ae, the official Dubai Government assistant, and built BilArabi — an Arabic educational RAG platform with a custom OCR-correction and 4-phase ingestion pipeline purpose-built for the challenges of Arabic text.


Core Work

  • Arabic NLP & RAG — bilingual retrieval, Arabic OCR correction, dialect-aware processing, government-grade terminology handling
  • GraphRAG & Knowledge Graphs — knowledge graphs + multi-agent orchestration for reasoning over enterprise data
  • Production LLM Systems — RAG pipelines, multi-agent workflows, MCP routing, hybrid retrieval (BM25 + dense) with re-ranking, on Azure AI Foundry
  • National-Scale Delivery — UAE Pass digital identity (5M+ users), Digital Dubai, Emaar

Featured Project

AI infrastructure and decision intelligence for Arabic and English enterprises.

VoraX builds the layer beneath enterprise AI: structure-aware document understanding, GraphRAG, agentic workflows, and decision intelligence that return answers traceable to the source.

VoraX Knowledge Intelligence

🌐 VoraX Systems  ·  🧠 VoraX Brain  ·  ⚙️ Products

VoraX in Two Minutes

Launch film — 1:55

One platform connecting Knowledge Intelligence, GraphRAG, Agentic AI, Decision Intelligence, and Arabic-first enterprise AI.

Products

Product What it does
Doc Intelligence Reads Arabic, English and bilingual PDFs page-by-page and turns them into structured knowledge with provenance.
Ask Your Documents Answers questions across documents and structured business data with source-level citations.
Arabic Books Chatbot Arabic-first retrieval over book libraries with book and page-level citations.
Model Gateway One endpoint for model providers with routing, budgets, cost attribution and auditability.
Payment Control Checks supplier payments against enterprise records and policies before money moves.

Doc Intelligence

VoraX Doc Intelligence output

VoraX Doc Intelligence extraction report

Product Demos

Technical Focus

  • Knowledge Intelligence — structure-aware document understanding and enterprise knowledge modeling
  • GraphRAG — knowledge graphs + vector retrieval + graph traversal
  • Agentic AI — planning, retrieval, verification and controlled system actions
  • Arabic-first AI — RTL geometry-aware parsing, bilingual retrieval and Arabic enterprise terminology
  • Decision Intelligence — evidence-backed answers, citations, permissions and audit trails
  • Enterprise AI Infrastructure — model routing, budgets, governance and deployment inside customer environments

Also shipped the Emaar / The Dubai Mall app, serving 1M+ users.

Portfolio · LinkedIn · VoraX Systems

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  1. uber_lyft_app uber_lyft_app Public

    Uber Lyft app Demo in Flutter inspired by

    Dart 18 16