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Médéric Hurier

Médéric Hurier

AI Architect (PhD) • VC Expert Advisor • AAIF Ambassador • GCP Certified Cloud Architect • AI Agents, MLOps & Security

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About Me

Transforming AI/ML initiatives into secure, scalable, and high-impact solutions.

I am a freelance AI Architect with a PhD in AI and Computer Security. I design and industrialize AI agents, MLOps platforms, and secure cloud foundations, turning fast-moving research into dependable production capabilities with clear controls, observability, and measurable outcomes.

My work spans strategy and delivery: enterprise agent platforms at Decathlon, European fraud detection for the European Commission, and Android malware research with Google. I have also delivered AI, data, and security initiatives for BNP Paribas, ArcelorMittal, SFEIR, Clearstream, and the University of Luxembourg.

Beyond client work, I serve as an AAIF Ambassador and Luxembourg organizer and contribute to the 33N Ventures Expert Advisory Board. As a Google Cloud Professional Cloud Architect, I bring a pragmatic, security-first approach to systems that must operate reliably at scale.

Core Expertise & Skills

Agentic Orchestration

Building autonomous systems, reasoning engines, and reliable agentic workflows.

Production MLOps

Robust deployment patterns on GCP, AWS, Azure, and Databricks for reliability.

Security-First AI

Leveraging a PhD background to build secure and trustworthy AI systems.

Technical Strategy

Translating complex AI capabilities into clear, scalable architectural roadmaps.

Data Science & ML

Engineering machine learning models and data solutions for enterprise scale.

Python Development

Building scalable applications, libraries, and tools with modern standards.

Work Experience

A track record of engineering scale, reliability, and security for industry-leading institutions.

  • Decathlon

    AI/ML Architect

    Decathlon

    Design and implement enterprise-scale Agents and MLOps platforms for AI/ML industrialization.

    AI/ML
    Agents
    Gen AI
    MLOps
  • European Commission

    AI/ML Engineer

    European Commission

    Contributed to Arachne, the European fraud detection system to ensure financial integrity.

    AI/ML
    Fraud Detection
    Public Sector
  • ArcelorMittal

    Data Scientist

    ArcelorMittal

    Trained and optimized AI/ML models for steel price recommendations in industrial markets.

    AI/ML
    Data
    Forecasting
    Industry
  • BNP Paribas

    Project Manager

    BNP Paribas

    Supervised the development of advanced transformer models for banking applications.

    NLP
    Finance
    Project Management
  • Google

    Research Partner

    Google

    Collaborated with the Android Security team to enhance malware detection and characterization.

    AI/ML
    Security
    Big Data
    Android
  • SFEIR

    Data Engineer

    SFEIR

    Delivered data engineering, technical consulting, recruitment, and pre-sales.

    Data Engineering
    Consulting
    GCP
  • University of Luxembourg

    Researcher & Teacher

    University of Luxembourg

    Conducted AI security research and taught AI/ML, Big Data, and Android development.

    AI
    Security
    Research
    Teaching
  • Clearstream

    Security Engineer

    Clearstream

    Selected and configured a scalable SIEM solution to detect and respond to security incidents.

    Big Data
    Security
    Banking
    SIEM

Leadership & Community

Certifications

Validated capabilities from leading foundations, cloud providers, and academic networks.

The Linux Foundation

Agentic AI Foundation Ambassador

The Linux Foundation • 2026

Google Cloud

Professional Cloud Architect

Google Cloud • f86b41ffd74d4b50947e69876a9274af

Google Cloud

Professional ML Engineer

Google Cloud • 84c1e188f1054fb8bd53af78060df688

Databricks

Machine Learning Associate

Databricks • 61461287

Microsoft Azure

Data Scientist Associate

Microsoft Azure • 992564946

Neo4j

Graph Data Science

Neo4j • cd64002c-63a3-4968-87dd-d6cca204a5cd

Specializations & Foundations
Architecting with GKE

Architecting with GKE

Google • WLU4DBPSQ4B5

Cloud Data Engineering

Cloud Data Engineering

Google • EPZ3WQFC423E

Machine Learning for Trading

Machine Learning for Trading

Google • YSNPABSMV6JL

Advanced Machine Learning

Advanced Machine Learning

Google • V492QQ4JJKEB

AI: Reinforcement Learning

AI: Reinforcement Learning

Udemy • UC-XALJEH7G

Advanced AI: Deep RL

Advanced AI: Deep RL

Udemy • UC-5FM0CC9S

TensorFlow Developer

TensorFlow Developer

DeepLearning • LQ4GHWJ6URBS

Artificial Intelligence

Artificial Intelligence

Google (Udacity) • PV7A7EAA

Machine Learning

Machine Learning

Stanford (Coursera)

Projects

Open-source repositories and educational deep dives created to upskill engineers worldwide.

Open Source Projects

mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

View Code →

cookiecutter-mlops-package

Start building and deploying Python packages and Docker images for MLOps.

View Code →

MLOps Coding Course

Learn to create, develop, and maintain a state-of-the-art MLOps code base.

View Code →

YouTube Series

Bleeding Agent

Technical deep dives into the Black Box of AI Agents and emerging autonomous systems.

View Podcast →

AI Agents in a Nut$SHELL

Brief, high-signal deep dives into the core architecture and inner workings of AI Agents.

View Playlist →

MLOps Coding Course

Bridge the gap between robust software engineering and cutting-edge data science.

View Course →

My Services

Bring deep AI architecture, MLOps, and security expertise to your next high-impact initiative.

AI Architecture & Advisory

Engage me to assess, design, and scale AI initiatives — from agent platforms and MLOps to security and operating models.

🔴 Not available for new missions
✉️ Get in Touch

Mentoring

Book a paid 1-hour session to discuss your projects: upskilling, career mentoring, architecture review, brainstorming, and more.

💰 Paid session — 1 hour
📅 Book a Session

Articles

Field notes on AI agents, MLOps, cloud architecture, and security — written from delivery, not theory.

The Affordable AI Agents
9 min read

The Affordable AI Agents

As AI agents transition from isolated developer experiments into production-scale workflows, engineering organizations are waking up to a…

  • Agent
  • LLM
Browse all 59 articles