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About

I'm Mohammed Ait Hakou. I build AI automation with Claude agents and n8n.

Before agents and RAG pipelines, I worked on enterprise backend modules, relational schemas, WordPress operations, and the support problems that show up when software meets a real business. That is still how I approach AI work.

Portrait of Mohammed Ait Hakou

How I work

Moving into AI was not a move away from software engineering. It made the fundamentals matter more: clean data, explicit state, permission boundaries, integration contracts, and failure modes you can see.

Today I design the architecture and data model, delegate scoped work to isolated Claude subagents, enforce their permissions with hooks, and keep consequential actions behind human approval. Where a process is better served by a plain workflow, I build it in n8n. I review and test the result, secure its boundaries, and own it.

Experience

Operations, support, enterprise web development, and independent AI automation work.

  1. 2025 — present
    IndependentAI automation, RAG and custom platforms

    Designing Claude agent systems, n8n workflows, and the platforms and integrations around them for small and mid-sized businesses.

  2. Dec 2024 — Jun 2026
    WINFOX SERVICEWeb Developer Analyst

    Built enterprise modules with PHP, Laminas MVC, Doctrine, MySQL, JavaScript, Bootstrap, and AJAX.

  3. Sep 2023 — Oct 2024
    Mobile Telecom ServiceIT & Web Support Technician

    Maintained WordPress platforms, delivered structural SEO updates, and resolved network and API issues.

  4. Oct — Dec 2022
    MSC CruisesAssistant Transport Supervisor

    Coordinated transport operations and cross-functional teams during a major international event.

Education

2024
Professional Bachelor’s in Full Stack Web Development & DevOpsSUPEMIR
2024
Bachelor’s in Project ManagementWESFORD Group IFC / SUPEMIR
2016
Bachelor’s Degree in Physics, MechanicsHassan II University

Certifications

2026
AnthropicClaude Code in Action, Agent Skills, Claude 101
2026
Google CloudVector Search, Embeddings, RAG with BigQuery
2026
OpenAIAI Foundations

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