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.