Médéric Hurier
Freelancer • AI/ML Architect & Engineer • AI Agents & MLOps •
GCP Professional Cloud Architect • PhD in AI & Computer Security
About Me
Transforming AI/ML initiatives into secure, scalable, and high-impact solutions.
As a freelance AI/ML Architect & Engineer with a Ph.D. in AI and Computer Security, I specialize in designing autonomous agentic workflows and production-ready MLOps environments. My focus is on driving real-world business outcomes by ensuring reliability and observability in complex systems.
Certified as a Google Cloud Professional Cloud Architect, I combine deep academic research with a pragmatic, cartesian approach to engineering. I have helped institutions like Google, Decathlon, BNP Paribas, ArcelorMittal, and the European Commission grow their AI/ML projects to enterprise-grade solutions in production.
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 Ph.D. 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.
-
AI/ML Architect
Decathlon
Design and implement enterprise-scale Agents and MLOps platforms for AI/ML industrialization.
AI/MLAgentsGen AIMLOps -
AI/ML Engineer
European Commission
Contributed to Arachne, the European fraud detection system to ensure financial integrity.
AI/MLFraud DetectionPublic Sector -
Data Scientist
ArcelorMittal
Trained and optimized AI/ML models for steel price recommendations in industrial markets.
AI/MLDataForecastingIndustry -
Project Manager
BNP Paribas
Supervised the development of advanced transformer models for banking applications.
NLPFinanceProject Management -
Research Partner
Google
Collaborated with the Android Security team to enhance malware detection and characterization.
AI/MLSecurityBig DataAndroid -
Data Engineer
SFEIR
Delivered data engineering, technical consulting, recruitment, and pre-sales.
Data EngineeringConsultingGCP -
Researcher & Teacher
University of Luxembourg
Conducted AI security research and taught AI/ML, Big Data, and Android development.
AISecurityResearchTeaching -
Security Engineer
Clearstream
Selected and configured a scalable SIEM solution to detect and respond to security incidents.
Big DataSecurityBankingSIEM
Certifications
Validated capabilities from leading cloud providers and academic networks.
Professional Cloud Architect
Google Cloud • f86b41ffd74d4b50947e69876a9274af
Professional ML Engineer
Google Cloud • 84c1e188f1054fb8bd53af78060df688
Machine Learning Associate
Databricks • 61461287
Data Scientist Associate
Microsoft Azure • 992564946
Graph Data Science
Neo4j • cd64002c-63a3-4968-87dd-d6cca204a5cd
Architecting with GKE
Google • WLU4DBPSQ4B5
Cloud Data Engineering
Google • EPZ3WQFC423E
Machine Learning for Trading
Google • YSNPABSMV6JL
Advanced Machine Learning
Google • V492QQ4JJKEB
AI: Reinforcement Learning
Udemy • UC-XALJEH7G
Advanced AI: Deep RL
Udemy • UC-5FM0CC9S
TensorFlow Developer
DeepLearning • LQ4GHWJ6URBS
Artificial Intelligence
Google (Udacity) • PV7A7EAA
Machine Learning
Stanford (Coursera)
Publications
Sharing research, insights, and structural guidelines with the global engineering community.
University of Luxembourg (SNT) & Google, 2019
AI/ML models are only as good as the data they learn from — yet Android malware ground truths are notoriously unreliable. This thesis tackles the problem by benchmarking antivirus engines, harmonizing their conflicting labels, and mining large-scale datasets to characterize malicious behavior.
Academic Research
MSR 2017 • Mining Software Repositories
DIMVA 2016 • Detection of Intrusions and Malware
Featured Posts
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.
cookiecutter-mlops-package
Start building and deploying Python packages and Docker images for MLOps.
MLOps Coding Course
Learn to create, develop, and maintain a state-of-the-art MLOps code base.
YouTube Series
Bleeding Agent
Technical deep dives into the Black Box of AI Agents and emerging autonomous systems.
AI Agents in a Nut$HELL
Brief, high-signal deep dives into the core architecture and inner workings of AI Agents.
MLOps Coding Course
Bridge the gap between robust software engineering and cutting-edge data science.
My Services
Leave deep AI/ML expertise for your next enterprise-level initiative.
Freelancing
Hire me as a freelance AI/ML Architect & Engineer to design, build, and scale your AI initiatives — from AI Agents to MLOps.
Mentoring
Book a paid 1-hour session to discuss your projects: upskilling, career mentoring, architecture review, brainstorming, and more.