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Camille Ganzin De GuéhéneucCG

Camille Ganzin De Guéhéneuc

Senior Product Manager | AI Product Manager

€800/day
2 projects
Paris, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About Camille

Senior Product Manager with over 15 years of experience, specializing in products and initiatives with a strong focus on AI, GenAI, RAG, data, business, or technical aspects.

I help teams transform complex AI initiatives into well-defined, aligned, and manageable products, bridging multiple stakeholders, technical dependencies, and business objectives into a realistic product roadmap.

My expertise includes:

- Scoping GenAI products and features
- Structuring use cases around conversational assistants and AI copilots
- Scoping RAG frameworks, including documentation, data ingestion, response quality, and management aspects
- Formalizing user, business, and operational needs
- Prioritizing roadmaps and aligning product, engineering, data/AI, design, and business teams
- Structuring backlogs and managing delivery for complex digital products

I have contributed to high-visibility digital products, including conversational assistants, AI-enhanced features, and digital journeys requiring close coordination between product, tech, data, and business.

My experience also includes measurable impacts on:

- Customer engagement and conversations through conversational AI
- Conversion rates on digital journeys
- Product optimization and performance on complex platforms

I work in various contexts, including SaaS, insurance, e-commerce, process digitalization, and conversational products, with a strong focus on product clarity, execution realism, and cross-functional alignment.

My background as an information systems engineer enables me to connect product vision, business objectives, and technical feasibility for complex AI topics.

Available for freelance Product Management / Product Owner missions, in France or internationally, focusing on AI, GenAI, RAG, and conversational assistant products.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Conversational

Can work on-site
Paris (up to 50km), Paris (up to 50km), Nantes (up to 50km), Rennes (up to 50km)

Experience

  • iAdvize
    Lead AI Product Manager
    E-COMMERCE
    February 2025 - December 2025 (10 months)
    Nantes, France
    Third assignment at iAdvize, as AI Lead Product Manager for the AI Engagement Swarm.

    • Design and launch of conversational AI widgets assisting visitors in their purchase journey
    • Product discovery, functional scoping, and definition of OKRs / North Star Metric
    • Backlog management and prioritization of initiatives with design, data, and engineering
    • Delivery management through to production (feature flagging, A/B testing)

    Results:

    • +60% engaged conversations
    • +6% conversion on journeys using conversational widgets
    Product Management AI Automation Generative AI Scrum
  • April
    Senior Product Manager
    BANKING AND INSURANCE
    March 2024 - January 2025 (10 months)
    Rennes, France
    Senior Product Manager - Insurance - Digitalization of Journeys

    Assignment to digitalize subscription and management journeys to improve operational efficiency.

    • Functional scoping and structuring of user journeys
    • Coordination between product, design, and engineering teams
    • Monitoring product KPIs and optimizing time-to-value
    • Delivery management of new features

    Result:

    • Reduction of time-to-value from 3 weeks to 10 minutes
    Digital Transformation Product Management Agile Methods SCRUM User Testing
  • OnlyDust
    Product Manager
    TECH
    January 2024 - March 2024 (2 months)
    Paris, France
    Product Manager - Blockchain & Crypto

    Assignment to structure the product following a team transition.

    • Product roadmap overhaul
    • Implementation of product rituals and delivery structuring
    • Coaching the team on product discovery and prioritization practices
    Product Management Agile Methods Agile Project Management Product Design Product Organization

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Education

  • Computer Engineering - Information Systems and Business Intelligence
    Conservatoire National des Arts et Métiers
    Compétences à l'issue de la formation d'ingénieur spécialisé Business Intelligence : · Examiner les besoins fonctionnels et techniques indispensables à la prise de décision · Localiser et analyser les données de production · Déterminer les spécifications techniques et définir l'architecture · Accompagner les services décisionnels d'une entreprise dans la réalisation de projet · Développer l'ensemble des processus d'intégration · Modéliser les datawarehouse (entrepôts de données) et les datamarts (magasins de données) dédiés à une fonction particulière dans l'entreprise
  • Computer Architecture Designer - Information Systems track
    Conservatoire National des Arts et Métiers
    Ce titre de concepteur en architecture informatique option « système d’information » vise à développer la capacité de concevoir, de mettre en œuvre et d’administrer des composants d’une architecture applicative tout en respectant une démarche qualité et tout en tenant compte du contexte interne et externe de l’entreprise. Il fournit aussi les bases pour l’organisation et l’encadrement d’une équipe technique. A l’issue de cette formation, l’auditeur pourra, à titre d’exemple, exercer ses compétences au sein d’un projet de développement d’un composant d’une architecture applicative. Il peut aussi, à titre d’exemple, se voir confier la maintenance corrective, adaptative ou évolutive d’applicatifs ou encore l’optimisation de l’organisation ou des performances de bases de données. Il peut être amené à dispenser du conseil. Il pourra aussi piloter des projets informatiques.

Certifications

  • Urbanization and architecture of information systems
    Conservatoire National des Arts et Métiers
    2021
    Web Architecture IS Architecture IS Urban Planning Archimate
  • Information systems engineering - Audit and governance
    Conservatoire National des Arts et Métiers
    2021
    IT Audit Audit IS Architecture IS Governance

Skill set

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