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Bérangère GallaisBG

Bérangère Gallais

AI Agent Engineer Python | Agents AI RAG LangGraph

€550/day
Le Mans, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Bérangère

Transform your AI agent ideas into robust and profitable solutions. No hype, "Production-Ready".

I designautonomous AI Agentsthat truly integrate with your business to automate support, document analysis (**RAG**), and your internal workflows.

🛡️ **My commitment**: secure your investment. My approach starts by testing feasibility on your real data. If the value isn't there, I'll tell you (Go/No-Go recommendation).



**What I build for you**:
  • 🤖 24/7 Customer Support: conversational agents to drastically reduce level 1 tickets.
  • 📚 Intelligent RAG Assistants: query your knowledge bases and get instant sourced answers (no more manual searches).
  • ⚙️ Business Workflows (LangGraph): complex automation (lead qualification, HR onboarding, email sorting).

Why work with me?With 6 years of experience combining Backend Dev, QA Automation, and Technical Writing, I don't just deliver code that "works", I deliver a solution:
  • Tested: automated testing protocols to prevent regressions.
  • Documented: clear documentation for easy adoption.
  • Maintainable: clean and standardized architecture.


**My Progressive Method**:
  • Audit: analysis of your data and ROI estimation.
  • MVP (2-4 weeks): concept validation in real conditions.
  • Industrialization: full development, automated tests, deployment.


**Stack**: Python, LangChain, LangGraph (Advanced Agents), FastAPI • React/TS • OpenAI, Anthropic (Claude), Gemini • Vector DBs.


→ berangeregallais.com

📍 Remote-first, asynchronous communication
  • French

    Native or bilingual

  • English

    Fluent

Remote only
Primarily works remotely

Experience

  • Bérangère Gallais EI
    Agent Engineer
    October 2025 - Today (8 months)
    🇫🇷
    I design and developconversational AI agentsfor companies that want to automate their customer support, optimize their internal processes, or make their documentation accessible in natural language.

    **Typical projects**:
    • Automated FAQ assistant that answers recurring questions 24/7
    • Integrated customer support agent (Slack, website, CRM)
    • RAG documentation assistant that queries thousands of pages in seconds
    • Multilingual agent for international teams
    • Multi-agent platform orchestrating several specialized assistants

    **Concrete deliverables**:
    ✓ Commented and structured source code
    ✓ Automated tests
    ✓ Technical and user documentation
    ✓ Deployment and training if needed

    → berangeregallais.com


    🇬🇧 🇺🇸
    I design and build AI conversational agents for companies looking to automate customer support, optimize internal processes, or make their documentation accessible through natural language.

    Typical projects:
    • Automated FAQ assistant answering recurring questions 24/7
    • Integrated customer support agent (Slack, website, CRM)
    • RAG documentation assistant querying thousands of pages in a few seconds
    • Multilingual agent for international teams
    • Multi-agent platform orchestrating specialized assistants

    Concrete deliverables:
    ✓ Commented and structured source code
    ✓ Automated tests
    ✓ Technical and user documentation
    ✓ Deployment and training if needed

    → berangeregallais.com
    Artificial Intelligence RAG Langchain LangGraph Python
  • Bérangère Gallais
    Technical Writer & Ghostwriter Tech | AI/API Documentation | Doc Engineering
    SOFTWARE PUBLISHING
    August 2025 - October 2025 (2 months)
    Paris, France
    I assist tech and AI companies in creating and optimizing their technical documentation. My role: transform documentation into a strategic asset.

    My services:

    📘 API & Product Documentation (developer guides, onboarding, OpenAPI specifications).
    🛠️ Non-API Technical Documentation (tutorials, internal docs, user guides).
    ✍️ Tech Ghostwriting (blog posts, practical guides, case studies, or white papers).
    ⚙️ Doc Engineering: Docs-as-Code and Docs-as-Tests approaches, CI/CD, automation, and quality control.

    My added value:
    Clear and credible documentation allows you to:
    🚀 Accelerate product adoption,
    🤝 Improve developer & user experience,
    ✅ Strengthen your image of seriousness and compliance,
    💡 Free up product/tech teams to focus on innovation.
    Documentation API Ghostwriting Tech Technical Documentation Doc Engineering CI/CD
  • AssessFirst
    QA Automation Engineer
    SOFTWARE PUBLISHING
    April 2022 - July 2025 (3 years and 3 months)
    Paris, France
    • Creation, maintenance, and analysis of results for E2E automated tests (Cypress - Gherkin) and API tests;
    • Creation and maintenance of the pipeline for E2E automated tests;
    • Technical API documentation, guidelines, Gitlab repo readme;
    • Creation and maintenance of tests on Reflect.run, a no-code tool by SmartBear;
    • Fully remote position
    Technical Writing Technical Documentation

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Education

  • POEC Java JEE Developer, Computer Programming, Specific Applications
    M2i Formation
    2019
    POEC Développeur Java JEE, Programmation informatique, applications spécifiques
  • Junior Web Developer Training, SEO and UX, Computer Programming, Specific Applications
    OpenClassrooms
    2019
    Formation Développeur web junior, SEO et UX, Programmation informatique, applications spécifiques

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