As a freelance Lead AI/ML Engineer and Architect 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 transforming the "chaos" of AI/ML initiatives into structured, secure, and scalable architectures that drive real-world business outcomes. 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: - Agentic Orchestration & Architecture: Designing autonomous systems, tool-use protocols, and multi-agent reasoning loops. - Production-Grade MLOps and LLMOps: Implementing robust deployment patterns on GCP (Vertex AI), AWS, Azure, Databricks and Open Source to ensure reliability and observability. - Security-First AI: Leveraging my Ph.D. background to build secure, trustworthy AI systems that respect enterprise constraints. - Technical Strategy: Translating complex AI capabilities into clear, scalable architectural roadmaps.