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Ruben SamyRS

Ruben Samy

AI ENGINEER | AGENTIC SYSTEMS

€560/day
Montpellier, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Ruben

Do you have an AI project to realize: autonomous agent, RAG pipeline, MCP, LLM integration into your product, need someone who knows how to code as well as understand business needs?
I am an AI Engineer & fullstack developer (10 years of experience), specializing in the design and deployment of agentic systems.
What I can deliver concretely:

LangGraph Agents (ReAct, multi-agents, MCP orchestration)
RAG Pipelines on your data (pgvector, ChromaDB, Ollama, OpenAI)
FastAPI APIs connected to your LLMs, integrated into your existing stack
Fullstack applications with embedded AI layer (Next.js, Angular, Python, Docker)

What sets me apart:
My fullstack background (Symfony, .NET, CI/CD, Azure) allows me to deliver structured, tested, documented, prod-ready solutions.
Each project is treated with the same level of rigor: from scoping to deployment, I get involved as if it were my own.
  • French

    Native or bilingual

  • English

    Fluent

  • Italian

    Fluent

Remote only
Primarily works remotely

Experience

  • EXTIA
    Lead Developer
    DIGITAL AND IT
    January 2023 - January 2025 (2 years)
    Montpellier, France
    - Analysis of client needs, design of technical solutions, development, migration, and debugging of web applications under PHP (Symfony, WordPress)
    - Audit and correction of web security vulnerabilities
  • SunEvent
    Asp.net Developer
    SPORTS
    September 2021 - May 2022 (8 months)
    This is a platform for connecting service providers and clients, developed with an infrastructure based on ASP.NET and SQL Server.

    The software architecture is designed with low coupling, meaning dependencies between classes are minimized. This approach facilitates unit testing and project evolution, particularly through the use of interfaces that enhance code modularity and flexibility.

    Deployment is fully automated via a CI/CD pipeline set up with GitHub Actions, ensuring continuous and rapid delivery. The project's design and structure are documented and modeled using Lucidchart, allowing for a clear visualization of the architecture and processes.
  • Ligue de Football de la Martinique
    Application Developer
    January 2014 - January 2017 (3 years)
    • Web application for purchase management + accounting automation
    • Android application (Java) for match recipe sheets
    Symfony PHP Java Android MySQL

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Education

  • BTS Services Informatiques aux Organisations
    Amep
    2014
    BTS services informatiques aux organisations
  • Baccalaureate, Digital Electronic Systems
    Lycée Professionnel Chateauboeuf
    2011
    Baccalauréat, Systèmes Électronques Numériques

Skill set

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