AI Engineer – MLOps – Python – LLM - RAG – Cloud (AWS/GCP)

LinkedIn | GitHub

Contact Information

Chambéry, Savoie, France

Professional Objective

IT Engineer with 15 years of experience in the design, administration, and evolution of complex IT environments. Specialized in system and cloud infrastructures, I have developed strong expertise in virtualization, automation, and service reliability.

Currently transitioning to an AI Engineer role, I am complementing my background with specialized training in artificial intelligence, with a production-oriented approach: Machine Learning, MLOps, model deployment, LLM, RAG, and cloud architectures.

Skills

🤖 Artificial Intelligence & Machine Learning

• Large Language Models (LLM) | OpenRouter
• Clustering | K-Means, DBSCAN, PCA
• Time Series Forecasting | Facebook Prophet | Amazon Chronos-2 | Google TimesFM
• Fine-tuning LLM | SFT | DPO | IPO | vLLM | Unsloth | TRL | LoRA | QLoRA
• Retrieval-Augmented Generation (RAG)
• PyTorch | TensorFlow
• Scikit-learn | Hyperparameter Optimization GridSearchCV
• Hugging Face Transformers
• LangChain | LangGraph
• Metrics & Evaluation | ROUGE | BLEU | BERTScore | Perplexity | SHAP

📊 Data Engineering & ETL

• Apache Airflow | Prefect
• Scraping | BeautifulSoup, Selenium, Playwright, Scrapy
• Pandas | NumPy

⚙️ MLOps & Deployment

• MLflow | Weights & Biases | LangFuse
• Docker
• FastAPI
• Streamlit | Gradio
• GitHub Actions CI/CD
• n8n Automation

☁️ Cloud

• AWS | S3, CloudFront, ECS / Fargate, IAM
• GCP | Cloud Run, Artifact Registry, Vertex AI, Firebase
• Cloudflare | Turnstile, Workers, Zero Trust
• IaC Terraform

🗄️ Databases & Vector Stores

• PostgreSQL
• SQLAlchemy | Alembic
• ChromaDB
• Milvus
• pgvector
• FAISS

💻 Languages

• Python
• SQL
• Powershell

Experience

Citrix Architect (Mission) — Bechtle | Hospice général de Genève
09/2024 – 11/2024 · Genève, Switzerland
Temporary replacement of a Citrix architect within an 8-person infrastructure team: preparation for a Citrix LTSR version upgrade, FSLogix POC for user profile management.

Citrix & VMware Systems Engineer — Record (ASSA ABLOY)
06/2022 – 08/2024 · Chambéry
Administration and modernization of Citrix Virtual Apps & Desktops and VMware infrastructures as part of the integration of the Record group into ASSA ABLOY: Active Directory migration, server hardening, deployment industrialization, N3 support.

Citrix Systems Engineer — Geodis
06/2016 – 06/2022 · Chambéry (international environment)
6 years within a 10-person infrastructure team: design, deployment, and administration of complete Citrix architectures (Delivery Controller, PVS, MCS, StoreFront), Windows 10 VDI environments, XenServer hypervisors.

Systems and Network Administrator (Apprenticeship) — Espace Malraux
10/2013 – 12/2014 · Chambéry
First experience in systems and network administration: VMware ESXi infrastructure, Windows Server, Active Directory, networks (VLAN, inter-VLAN routing).

Education and Certifications

Master - AI Engineer (Expert in Data Engineering and Science) - RNCP level 7
08/2025-08/2026

Professional Bachelor's Degree - Systems and Network Administration and Security - RNCP level 6
09/2014

Languages

• French - L1 Native language
• English - B2