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Christophe LengCL

Christophe Leng

AI & Agentic Product Owner | RAG, MCP, LLM

€490/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Christophe

I manage your projects from A to Z: strategic scoping, functional specifications, technical architecture, product backlog (user stories, acceptance criteria), Agile sprint management, and functional testing.

I have solid experience in complex environments: Business Analyst (RATP), IT Project Management (BNP Paribas Real Estate), and HRIS (ACT-ON). This 360° view of the IT value chain allows me to support startups and SMEs in their AI adoption, from proof of concept to production.

Passionate about generative AI and advanced prompt engineering (Chain-of-Thought, Few-shot, RAG, Self-critique), I have designed and delivered 5 operational micro-SaaS products in agile mode:

🔹 Zenesis, AI Agile Generator: transforms a PRD into a complete backlog (Epics, BDD User Stories, Gherkin, Fibonacci Story Points, MoSCoW prioritization, Squad roles, and Lean phases) with Jira/Linear export.

🔹 VidaCraft Studio, Pro AI Prompt Generation SaaS Platform (Packshot, Moodboard, Mannequin) integrating 50+ templates, guided assistant, Firebase authentication, and Stripe subscription tunnel.

🔹 Hook Lab, Viral Hook Generator leveraging 20 frameworks (PAS, AIDA, Pattern Interrupt, Story Hook) to produce 10 scored hooks in 5 seconds, suitable for TikTok, Instagram, LinkedIn, X, and YouTube.

🔹 Agent Maestro, Multi-agent system with local RAG architecture transforming a creative brief into an optimized prompt for image generation (Midjourney, Flux, DALL‑E) in 5 seconds.

🔹 Vidavocat, AI Legal Assistant designed for legal professionals, students, and requesters, covering 6 domains to analyze situations and guide towards appropriate procedures.

I assist startups with their AI strategy: cloud infrastructure, RAG/LLM architecture, agentic AI, and business process automation. My agile approach ensures rapid time-to-market and measurable ROI.

📩 Contact me to transform your needs into operational AI solutions.
  • English

    Conversational

  • French

    Native or bilingual

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

Experience

  • Vidacraft
    AI Product Owner
    SOFTWARE PUBLISHING
    January 2026 - July 2026 (6 months)
    Vitry-sur-Seine, France
    Architect of a professional AI prompt generation SaaS platform, featuring the design of multi-agent systems and large-scale marketing automation.

    • Designed a modular multi-agent AI architecture with local RAG (semantic search, token-based similarity) transforming creative briefs into optimized prompts for Midjourney, Flux, and DALL-E, structured into 6 layers (product, lighting, angle, style, ambiance, parameters).
    • Developed 3 specialized generators (Packshot, Moodboard, Mannequin) with a library of 50+ templates, a guided assistant, and Firebase authentication, utilizing a multi-agent mock pipeline in JavaScript.
    • Created a micro-SaaS (Hook Lab): a viral hook generator producing 10 scored hooks in 5 seconds using 20 marketing frameworks (PAS, AIDA, Curiosity Gap, Pattern Interrupt) for TikTok, Instagram, LinkedIn, X, and YouTube.
    • Full marketing automation: connected forms and user flows to Brevo and Formspree, automating 12 emailing campaigns (welcome, affiliate, follow-up, nurturing) and supervising Make scenarios (AI prompt sending, request synchronization, internal alerts).
    • Technical management and close collaboration with the squad to implement RAG, the guided chatbot, and learning mechanisms, while analyzing business KPIs and optimizing conversion rates (CRO & NPS).
    User Experience Design Technical Product Owner AI Agent Prompt Engineering Product Management
  • Zenesis
    AI Product Owner
    SOFTWARE PUBLISHING
    January 2024 - December 2024 (11 months)
    Vitry-sur-Seine, France
    Product innovation in generative AI: designing agentic micro-SaaS with modular AI infrastructures and automated backlog generation.

    • Developed Maestro: a multi-agent system with local RAG transforming a creative brief into an optimized prompt for image generation, featuring a modular architecture (planner, executor, RAG) in vanilla JavaScript.
    • Designed Zenesis: an AI Agile Generator transforming a PRD or technical brief into a complete backlog (Epics, BDD User Stories, Gherkin, Fibonacci Story Points, MoSCoW, Squad, Lean) with Jira/Linear export, utilizing advanced LLM queries.
    • Prompt engineering and AI pipeline simulation (RAG, embedding, multi-agent) with state management (localStorage, Firestore) and cloud (Firebase Auth + Firestore), demonstrating mastery of AI system architecture.
    • Designed innovative workflows: 6-layer generation for visual creation, incorporating accessibility constraints (WGAC, GDPR, RGAA standards) and scoring mechanisms for viral hooks.
    Digital Transformation Team Management IT Architecture SaaS Product Ownership
  • PréserveTonDroit
    Product Owner Data & Discovery & Co-founder
    CIVIC AND SOCIAL ORGANIZATIONS
    January 2025 - June 2026 (1 year and 5 months)
    Paris, France
    Strategic management of a social impact legal product, combining AI, data, and user experience to democratize access to law.

    • Designed and deployed an educational legal quiz covering 6 domains (labor law, family law, housing law) reaching 150+ active users, integrating an adaptive AI assistant (RAG) that analyzes situations and directs users to appropriate procedures based on 3 profiles (requester, student, professional).
    • Optimized the entire user funnel (CRO, UX copy, A/B testing) generating a 25% increase in help request conversion rates, through workflow automation with Make and behavioral KPI analysis.
    • Coordinated 3 multidisciplinary teams (digital, legal, humanitarian) in Agile (Scrum/Kanban): facilitated ceremonies (planning, daily, refinement, retrospectives) and implemented OKRs and RICE for backlog prioritization.
    • Developed robust AI infrastructures: implemented RAG (training on internal documents), PostgreSQL architecture, Next.js 18 & Python 3.11 stack, with deployment of secure case tracking dashboards.
    • Launched a confidential psychological support space with anonymous matching of beneficiaries/volunteer psychologists, and created portfolio pages showcasing the expertise of Sorbonne law professors.
    Design Thinking Digital Transformation Product Ownership Product Management Next.js

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Education

  • Master's degree Quality Safety IT, Information Systems Security / Safety
    CFA Descartes - Université Gustave Eiffel
    2021
    Master's degree Quality Safety IT, Sécurité / sûreté de l''information des systèmes informatiques
  • Bachelor of Science in Engineering
    Université Paris-Est Créteil (UPEC)
    2020
    Bachelor degree of Science in Engineering, Ingénierie électronique et informatique

Certifications

  • International Product Owner Certification – icPO
    International Certification
    2024
    Showcase Website Agile Methodology Project Management Product Owner Scrum Framework Scrum SAFe Workshop Facilitation Backlog Management Web Development

Skill set

Categories