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Ayman OuachiAO

Ayman Ouachi

AI & Automation Consultant: Agents, n8n, RAG

€550/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Ayman

Design AI at your organization's scale, not just for a single task.

I support SMEs and mid-sized companies that want a coherent AI architecture, not just another isolated agent connected to a single tool. These systems orchestrate multiple services, span across your business functions, and are built for the long term.

Most AI projects fail at this point: too narrow a scope, **automations that don't communicate**, nothing that scales. My work begins upstream, with the vision: which processes deserve rethinking, how the components fit together, where AI creates real leverage rather than just a gadget.

I think like a **systems architect**, not a tool assembler. Multi-service design, production reliability, team adoption: that's what separates a POC from a transformation.

An Arts et Métiers engineer with a dual technical and strategic background. I focus onAI agent architecture, workflow automation (n8n, Make), business assistants (RAG), and LLM integrationat the core of your IS.

Tell me how you work today. I'll show you what changes at scale.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Paris (up to 50km)

Experience

  • Esmé Solutions
    Generative AI & Automation Consultant: AI Agents, n8n, RAG
    CONSULTING AND AUDITS
    October 2023 - Today (2 years and 8 months)
    Paris, France
    Design and deployment of business tools integrating generative AI, adopted transversally by sales and operations teams: reporting automation, regulatory classification, data analysis.

    End-to-end implementation of n8n automation workflows: multi-tool orchestration (CRM, databases, document repositories), automatic data extraction and consolidation, document processing, and AI agents orchestrated with tool access (tool use, function calling) acting directly on operational processes in production.

    Design of conversational assistants on knowledge bases (RAG): business technical Q&A, document search, information synthesis and retrieval, operational decision support.

    Leading generative AI training and awareness sessions for teams and management: use case framing, prompting, change management.
    Automation Generative AI AI Agents n8n RAG
  • METIGA
    Data Consultant: Data Analysis, Business Cases, SaaS
    ENERGY AND UTILITIES
    January 2022 - September 2023 (1 year and 8 months)
    Paris, France
    Analysis of energy data for a portfolio of 10+ major clients: data source cleaning and consolidation, indicator and dashboard construction (Power BI).

    Automation of reporting production and modeling of energy consumption optimization scenarios to improve reliability and speed up analysis.

    ROI studies and quantified business cases supporting commercial development and client decisions, with clear results presentation to decision-makers.

    Deployment and configuration of steering SaaS solutions: client onboarding, data configuration, and quality assurance.

    Structuring new data service offerings: process framing, deliverables, and pricing.

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