I will assess your documents for rag readiness and create an evaluation blueprint

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faroukhajjej
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faroukhajjej
Farouk H

Level 2

About this gig

Planning a RAG assistant for business documents but unsure whether the data and use case are ready?


I will assess your documents, users, constraints, and expected questions, then create a practical RAG readiness and evaluation blueprint.


Your package can include:

- use-case and source inventory

- document quality and ingestion risks

- chunking, metadata, and retrieval design

- cited-answer and fallback behavior

- sample evaluation questions and acceptance criteria

- permission and access-control design

- stack options, dependencies, and phased backlog

- architecture and handoff notes


This Gig delivers analysis, architecture, evaluation planning, and implementation guidance. It does not include production deployment, compliance certification, penetration testing, legal advice, or guarantees of security, accuracy, or zero hallucinations.


You provide the intended users, representative document types, sample questions, existing tools, and privacy constraints. Sensitive data should not be shared through the order form.

Get to know Farouk H

Farouk H

Senior AI Architect and Founder Swarmix AI

4.6(145)

Level 2

  • FromSweden
  • Member sinceFeb 2016
  • Avg. response time1 hour
  • Last delivery1 month
  • Languages

    English, Arabic, French, Swedish
I architect deterministic, scalable enterprise AI systems that solve complex business bottlenecks. As the Founder of Swarmix AI and a Senior AI Architect with 10+ years of engineering experience and a Master's degree, I move companies beyond fragile "AI wrappers." I specialize in: • Autonomous Lead Generation (Multi-Agent Swarms) • Secure Enterprise RAG (Zero-Trust Knowledge Bases) • In-Browser Edge AI & Computer Vision Let's map out a robust AI solution for your operational bottlenecks.

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