Description

Machine Learning & AI Engineer | NLP, LLMs, RAG, Azure | End-to-End AI Solutions

As an AI & Machine Learning Engineer with hands-on experience deploying scalable GenAI solutions in the enterprise, I specialize in building NLP applications, Retrieval-Augmented Generation (RAG) systems, and LLM-driven chatbots that deliver real business value.

🔹 At Amadeus, a global leader in travel tech, I designed and deployed a company-wide AI chatbot using Azure OpenAI and RAG architecture. I migrated it to Agentic RAG using Langgraph. I tackled challenges like document ingestion, vector database optimization, prompt tuning, and compliance with the AI Act—all while driving adoption across departments.

🔹 I hold a Master's degree in AI from CERI Avignon, with a strong academic and practical foundation in transformers, deep learning, and MLOps (MLflow, Optuna, LighGBM, XGBoost, Scikit-learn).

🔹 Whether you need:

- Custom LLM fine-tuning or evaluation

- Intelligent document search with vector databases

- AI assistants that understand your business context

- Data pipelines, dashboards, or ML experimentation tools

I can help you move from idea to deployment.

✅ Strong coding and deployment skills (Python, PyTorch, Scikit-learn, Azure, Streamlit)

✅ Fluent in both English and French

✅ Reliable, collaborative, and always learning

Let’s build something impactful with AI. I’m available for both short-term help and long-term collaboration.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

AMADEUS
Generative AI Engineer
TRANSPORTATION
September 2023 - July 2025 (1 year and 10 months)
Nice, France
Developed and scaled an LLM-powered internal chatbot for enterprise knowledge access using RAG for contextual, accurate answers. Migrated to an Agentic RAG architecture with LangGraph, enabling modular reasoning and multi-step workflows. Built a FastAPI async backend and a modern React frontend. Integrated Langfuse for observability (cost, latency, prompt versioning) and DeepEval for output evaluation. Used Azure AI Search as the vector database. Designed a PostgreSQL-based trace system to persist agent state and conversation history. Integrated Azure OpenAI (GPT-4.0/4.1) for generation. Deployed the full-stack app to Azure Web App. Ensured compliance with AI governance (AI Act) and drove adoption across departments by iterating on feedback and improving UX.

Key Tools: FastAPI, React, Azure OpenAI, LangGraph, LangChain, Langfuse, DeepEval, Azure AI Search, PostgreSQL, Streamlit, MLflow, Transformers, RAG, NLP
FastAPI Azure OpenAI LLM Langchain React.js
Erugis
Developer FullStack
HUMAN RESOURCES
February 2022 - August 2023 (1 year and 6 months)
Nice, France
- Contributed to the development of Uptimise, an HR management platform tailored for the African market.
- Designed and implemented three key microservices: Paid Leave, File Storage, and Expense Management.
- Built secure, scalable backend APIs using Django REST Framework, with Django Tenant to support multi-tenancy.
- Developed responsive frontend components with React and TypeScript, ensuring seamless integration with backend services.
- Managed relational data with PostgreSQL (schema-based separation per tenant) and integrated Keycloak for authentication and identity management.
- Enabled asynchronous communication between services using Kafka, improving performance and decoupling service dependencies.
- Containerized services with Docker for reproducible environments and easier deployment.

Tech Stack: Django REST, Django Tenant, PostgreSQL, React, TypeScript, Kafka, Docker, Keycloak, Git
CI/CD Management Python Django Rest Framework React.js Docker

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Master in Intelligence Artificielle
Avignon University (CERI)
2025
Machine learning, Deep Learning, Software Engineering
Bachelor's degree in Artificielle Intelligence
Côte d'Azure University
2023