Freelancer profile translated to English.
Back to original languageAbout Jean-Michel
AI Engineer x Data Engineer specialized in designing and deploying intelligent systems with a strong data focus. I assist startups, large corporations, and organizations in building high-value AI solutions by combining agentic artificial intelligence, advanced data engineering, and cloud architectures.
As a Python expert, I use Pydantic and PydanticAI to build robust, validated, and scalable data pipelines, integrating LLMs (notably via Ollama for private deployments), RAG, LangChain/LangGraph, OpenClaw, to design multimodal and production-oriented agent systems. I master the entire data chain: ingestion, transformation, validation, orchestration, and large-scale deployment, with a strong emphasis on quality, traceability, and maintainability.
On the infrastructure side, I design and manage scalable and secure environments (Kubernetes, Docker, OpenStack, AWS, Azure, Google Cloud), industrialized via Terraform and Ansible, with CI/CD integration (GitLab, ArgoCD) and observability (Prometheus, Grafana). My DevSecOps approach integrates security, compliance, and resilience from the design phase.
My experience also includes backend/frontend development (FastAPI, GraphQL, Node.js, React, Angular, TailwindCSS) and blockchain (Ethereum, Cardano, Solidity), always with a focus on performance, modularity, and user experience. With an international background (France, Sweden, China), I combine strategic vision with technical execution, capable of moving from R&D to production by integrating innovation, rigor, and agility into every project.
French
Native or bilingual
Chinese
Conversational
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- The B HubDigital ArchitectRESEARCHOctober 2019 - Today (6 years and 8 months)The B Hub is a non-profit organization made up of specialists and mentors, focused on leveraging cutting-edge technologies to drive innovative solutions. Our mission is to create transformative opportunities through AI-driven frameworks and agent-based systems, using models such as LLMs, VLMs, LFMs, and JEPA, along with tools like PydanticAI, LangChain, SmolAgent, and Python.❖ Deployment of a production OpenStack instance with node configuration (control, compute, Ceph), enhanced security (Keystone RBAC, Neutron, VLAN), monitoring (Prometheus, Grafana), and a comprehensive disaster recovery strategy (snapshots, remote replication). Orchestration via Terraform and Ansible, with containerization using Docker/Kubernetes to ensure scalability, high availability, and resilience.❖ Translate market objectives into robust technical strategies, design cloud and on-premise systems, integrate AWS services, and implement modern infrastructure-as-code practices to optimize performance and security.❖ Implement modular, cloud-ready components and break down complex projects, leveraging CI/CD pipelines (Git, Jenkins) for automated deployment, ensuring high availability and fault tolerance.❖ Collaborate across teams to define cloud architecture, technology stack, and deployment strategies, fostering continuous performance improvement through iterative feedback and cloud-native tools.❖ Develop and deploy agent-based AI systems, leveraging advanced AI models (LLMs, VLMs, LFMs, JEPA) to create intelligent, autonomous agents capable of solving complex challenges through multimodal data processing and decision-making.[AI MODELS - AI TOOLS - LANGCHAIN - PYTHON - TYPESCRIPT - NODEJS -FASTAPI - GRAPHQL - REACT - PRIVATE & PUBLIC CLOUD - KUBERNETES -DOCKER - TERRAFORM - ANSIBLE - BLOCKCHAIN - NEO4J - GRAPH -DEVSECOPS]
- LLIOTech LeadCONSULTING AND AUDITSOctober 2025 - January 2026 (3 months)Paris, FranceLLIO (Large Language Insights & Observation)is a platform that enables organizations to monitor, in real time, the use of generative AI within their teams, while ensuring regulatory compliance (GDPR, AI Act), data confidentiality, and responsible AI governance.❖ Design of the solution’s IT architecture, including the desktop application and the SaaS dashboard for administrators.❖ Definition of functional and technical specifications.❖ Development of robust APIs using FastAPI and GraphQL, ensuring smooth and secure communication.❖ Integration of advanced AI models via Ollama, Pydantic, and LangGraph to automate the contextualization of interactions between users and AI.❖ Oversight of DevOps processes, management of cloud deployment, and optimization of the user interface using TypeScript and ReactJS.❖ Implementation and monitoring of observability and logging using Grafana/Prometheus and the Google Cloud Console.[ IT ARCHITECTURE – QT – OLLAMA – PYDANTIC – LANGGRAPH – KUBERNETES –DOCKER – NEO4J – TYPESCRIPT – JEST – FASTAPI – PYTEST – GRAPHQL –REACTJS – DEVOPS]
- DoomakomCTOCONSULTING AND AUDITSJuly 2025 - October 2025 (3 months)Paris, FranceDoomakomis an autonomous marketing strategist. The platform designs and executes comprehensive marketing strategies based on real data, automating market research, campaign management, and continuous optimization.❖ Designed Doomakom’s IT architecture using Kubernetes, Docker, and Neo4J to ensure scalability and efficient data management.❖ Developed robust APIs with FastAPI and GraphQL, ensuring smooth and secure communication.❖ Integrated advanced AI models via Ollama, Pydantic, and LangGraph to automate marketing strategy.❖ Oversaw DevOps processes, managed cloud deployment, and optimized the user interface using TypeScript and ReactJS.[IT ARCHITECTURE – OLLAMA – CONTEXT ENGINEERING – PYDANTIC –LANGGRAPH – KUBERNETES – DOCKER – NEO4J – TYPESCRIPT – FASTAPI –GRAPHQL – REACTJS – DEVOPS]
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Education
- Master of Science in TechnologyEpitech2016