About Youssef
Agentic AI Platform Architect currently designing a company-wide GenAI agent platform at CMA CGM (Fortune 500) on Vertex AI — including MCP deployment strategies, multi-agent orchestration, and enterprise AI governance. 5 concurrent AI/GenAI projects in production: Agentic AI Platform (Vertex AI, MCP), RAG-based KYC automation (6,000+ questionnaires/year, 1 day → 30 min), real-time cloud-agnostic transcription (<500ms, Mistral Voxtral), Document AI (Mistral OCR), and SAP Joule integration. 10+ year career arc: embedded R&D (IoT, robotics) → enterprise Tech Lead (45+ developers, Ministère de la Justice) → BigData (Enedis, Spark/HBase) → cloud data architecture (Snowflake, Data Mesh) → MLOps (productionized 45M parameter VAE on Kubeflow/EKS) → GenAI & Agentic platforms. AWS certified (Solutions Architect, Data Analytics). Executive MBA — Epitech Paris.
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Can work on-site
Paris (up to 50km), Marseille (up to 50km)
Experience
- AtosSolutions Architect - Expert AI Architecture (Client: CMA CGM)October 2025 - Today (8 months)Agentic AI Platform: Company-wide GenAI agent platform design on Vertex AI for CMA CGM — defining multi-agent orchestration patterns, MCP deployment strategies, and AI governance framework; delivered with Artefact consulting. KYC/Compliance AI: RAG-based system automating 6,000+ questionnaires/year, reducing processing from 1 day to 30 min (FastAPI/GKE, Mistral AI, CloudSQL pg_vector, Temporal.io, Kong Gateway). Real-time Transcription: Cloud-agnostic platform under 500ms latency switching between GCP, Azure AI Services, and Mistral Voxtral. Document AI (Digidoc): AI-powered document indexing using Mistral OCR. SAP Joule: Integration architecture on S/4 Public Cloud with Azure Entra ID. Full Architecture Review Board ownership across all 5 AI/GenAI projects with Continuous Architecture cycles.
- AtosMLOps Architect (InnoLab R&D)June 2025 - September 2025 (3 months)Dual-track MLOps architecture at Atos InnoLab R&D: AI deployment for agri-food analytics with 45M parameter models, and GenAI integration within the Octopus Data Platform on Microsoft Fabric. Built multi-source data pipelines integrating FAO, World Bank, and satellite imagery datasets. Productionized a 45M parameter VAE from research to production on Kubeflow/EKS with automated training and model registry. Deployed production infrastructure with Terraform CDK achieving 30% cost optimization on EKS. Delivered 3 AI-driven solutions on Microsoft Fabric: Alert and Recommendation System, GenBI OrderToCash, and Cognitive Contract Search.
- ATOSData Architect (Client: GRTGAZ - Migration Snowflake)September 2024 - January 2025 (4 months)Data migration project from AVEVA PI historian (10,000+ industrial sensors) to Snowflake for France's major gas transport network operator. Mapped existing AVEVA PI data flows (10,000+ sensors, 5+ years of time-series history) and defined target Snowflake architecture. Conducted build vs. buy comparative analysis with ROI evaluation. Delivered end-to-end migration plan leveraging Snowpipe, Snowflake Tasks, and Dynamic Tables for near-real-time ingestion. Drove POC implementation and presented migration dossier to stakeholders for validation.
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Education
- Executive MBA - Expert en Management SI (IT Management & Entrepreneurship)EPITECH Paris2021
- Master's Degree - Computer Science ResearchManar Faculty of Science - Tunis2016
Certifications
- AWS Certified Solutions Architect - AssociateAmazon Web Services2022
- AWS Certified Data Analytics - SpecialtyAmazon Web Services2023