Freelancer profile translated to English.

Description

AI Architect specialized in the design and deployment of autonomous agent systems and intelligent workflows. Recognized expert on LangChain, LangGraph, and n8n, with a production-oriented approach: observability, human-in-the-loop control, persistent memory, and multi-agent orchestration. Passionate about emerging trends — MCP (Model Context Protocol), Agent-as-a-Service, and DeepAgents — and about the concrete transformation of business processes through AI.

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

Freelance / Consulting
Lead AI Engineer
January 2023 - December 2023 (11 months)
Rabat, Morocco
▸ Design of multi-agent pipelines with LangGraph: planner, executor, and validator agents coordinated in a cyclic graph
▸ Deployment of complex n8n workflows integrating OpenAI, Anthropic Claude, Pinecone, and business APIs (CRM, ERP, Notion, Slack)
▸ Implementation of MCP (Model Context Protocol) servers to connect LLMs with proprietary tools via standard protocol
▸ Setup of advanced RAG (Hybrid Search, Re-ranking, Self-Query) with LangChain + Chroma / Weaviate
▸ Delivery of a legal contract analysis agent (GPT-4o + LangChain + FAISS) — 70% reduction in review time
AI Agent Workflow Automation Agentic AI Workflow n8n Artificial Intelligence
DataFlow Agency
AI Automation Engineer
January 2022 - January 2023 (1 year)
Paris, France
▸ End-to-end automation of HR, finance, and customer support processes with self-hosted n8n and LLM integrations
▸ Development of a conversational multi-turn assistant with persistent memory (Redis + LangChain Memory)
▸ Construction of document ingestion pipelines (PDF, Word, Web) and vectorization for internal knowledge bases
▸ Coaching technical teams on prompt engineering and LangChain agent architecture
Agentic AI Workflow Automation Artificial Intelligence
FinTech Startup — NDA
Machine Learning Engineer
January 2020 - January 2022 (2 years)
Lyon, France
▸ Development of scoring and fraud detection models (scikit-learn, XGBoost, MLflow)
▸ Initial GPT-3 experiments for automation of financial reports and summaries
▸ Deployment of models into production via FastAPI + Docker + AWS Lambda
Workflow Automation AI Agents Workflow n8n Agentic AI AI Agent

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Master of Artificial Intelligence
Paris-Saclay University
2020
Master Intelligence Artificielle &
Bachelor of Computer Science — Option
Ibn Tofail University
2018
Licence Informatique — option

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Zibat M.

AI Automation Engineer

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