EXPERIENCE · INTERACTIVE CV

Thirteen years, one thread: making AI useful

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CAREER CONSTELLATION

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PRODUCTSSKILLSMISSIONSROLESNOVA SuiteNova ContextNova Evals · FORGETRAIL AcademyMedGuard AIM3aya SantéThalesDILADecathlonCarrefourFujitsuBanque Populaire du MarocAI StrategyOperating ModelGovernanceTransformationAI ProductsTeamsMLOpsEnterprise DeliveryAI AgentsRAGContext EngineeringEvaluationBanque PopulaireOct 2018CarrefourAug 2020FujitsuDec 2022AXAJul 2023DevoteamPresent

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Aug 2023 – Present · Devoteam, Paris

Devoteam

Head of AI Factory

  1. 2023 Principal Product Manager
  2. 2024 Lead of AI
  3. 2026 Head of AI Factory

ALONGSIDE Mar 2025 – Present · Applied AI Research Lead, Multi-Agent Systems & Context Engineering

Directs a portfolio combining AI platform products, applied AI engagements and training initiatives, and leads the AI Factory's agentic platform suite.

HIGHLIGHTS

  • LEADERSHIPDirected the AI Factory portfolio: platform products, applied AI engagements and training; contributed to a €12M+ commercial pipeline.
  • LEADERSHIPLed a 15-person cross-functional team building NOVA Suite; created LEAP, the internal AI learning programme, with a 5-person team.
  • AI PRODUCTNOVA Suite: Nova Agents (agentic application orchestration), Nova Context (targeted context retrieval), Nova Evals / FORGE (evaluation and regression testing).
  • AI PRODUCTPrompt Arena: hands-on prompting practice and skill development through applied exercises.
  • TECHNICALSelected engagements on LLMs, RAG, knowledge graphs and multi-agent patterns for enterprise and public-sector clients.
  • TECHNICALApplied AI Research Lead since March 2025: research on reliable multi-agent architectures, human-AI collaboration and the evaluation of autonomous AI systems.
  • TECHNICALLeads research on ORBIT (Nova Context): context selection, persistent memory, knowledge retrieval and traceability across sessions and workflows.
  • TECHNICALDevelops evaluation protocols and controlled experiments comparing agent architectures on accuracy, reliability, task completion and coordination quality, to turn research into reusable capabilities for enterprise agentic platforms.

MEASURED IMPACT

€12M+ commercial pipeline · NOVA deployed to 800 employees within a group of 10,000+ consultants in 25 countries · 1,500+ professionals trained.

AI FactoryAgentic AIOperating modelTeam leadershipRAGEvaluationMulti-agent systemsContext engineering

Jan 2023 – Jul 2023 · AXA, Paris

AXA

AI Product Lead

Led AI product and delivery coordination in a regulated risk-management environment.

  • −30%Delivery lead time reduction

HIGHLIGHTS

  • LEADERSHIPCoordinated architecture, security, data privacy and compliance stakeholders.
  • AI PRODUCTLed AI product and delivery coordination in risk management.
  • TECHNICALSupported platform modernisation and governance initiatives, including cloud services and analytics tooling.
AI productRegulated environmentGovernanceCloud

Sep 2020 – Dec 2022 · Fujitsu, Paris

Fujitsu

AI Lead Product Manager

Led AI product strategy and end-to-end delivery within Fujitsu's AI Centre of Excellence, building computer-vision solutions for retail, industrial operations and security.

  • 94%Computer vision precision
  • #2AVA Challenge ranking

HIGHLIGHTS

  • LEADERSHIPDirected multidisciplinary AI teams from research and prototyping to production deployment.
  • AI PRODUCTLed AI product strategy and end-to-end delivery of computer-vision solutions for retail, industrial operations and security.
  • AI PRODUCTDelivered AI applications for behavioural recognition, industrial quality inspection, retail analytics and infrastructure monitoring.
  • TECHNICALContributed to FCV Secure, an initiative for AI-powered surveillance and anomaly detection.
  • LEADERSHIPKey achievements: 2nd place worldwide at the AVA Challenge, TotalEnergies Most Innovative Project Award and world-leading behavioural recognition accuracy (2022).

MEASURED IMPACT

2nd place worldwide at the AVA Challenge · TotalEnergies Most Innovative Project Award · world-leading behavioural recognition accuracy (2022).

Computer visionAI Centre of ExcellenceProduct strategyRetailIndustrySecurity

Nov 2018 – Aug 2020 · Carrefour, Paris

AI Product Manager

Product management across cloud cost optimisation, Build-to-Cloud programmes and a voice-assistant MVP.

  • 88%Voice intent recognition accuracy (LEA)
  • −22%Cloud cost reduction (OPTIM)

HIGHLIGHTS

  • AI PRODUCTLEA: voice-assistant MVP for shopping lists and recommendations.
  • TECHNICALCloud cost optimisation (OPTIM) and Build-to-Cloud programmes.
Cloud cost optimisationBuild-to-CloudVoice assistant

Dec 2013 – Oct 2018 · Banque Populaire, Casablanca, Morocco

Banque Populaire

AI Product Manager

Contributed to digital banking and AI initiatives.

  • +18 ptsDigital journey completion improvement

HIGHLIGHTS

  • AI PRODUCTPocket Bank, biometric experiences, chatbot pilots and digital onboarding.
Digital bankingChatbotsBiometricsOnboarding
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