08/29/2026 updated
AR
100 % available
AI Product Owner - GenAI Governance & Orchestration
Paris, France
Worldwide
Big Data & Artificial Intelligence - Télécom Paris, Institut Polytechnique de ParisAbout me
AI Product Owner specialized in governance and orchestration of cross-entity GenAI solutions. 4 years of large-scale deployment (6–9k users) in banking & Asset Management environments (BNPP AM & AXA IM EU & Worldwide).
AI AgentsCopilotAgile MethodologyPython (Programming Language)SQL Databases
AI Product Ownership & GenAI Governance
Expertise in driving multi-entity adoption of AI solutions including internal chatbots, Copilot M365, and Future AI Agents among large user bases. Leadership of AI governance committees covering AiRisk, compliance, architecture, and data governance in coordination with cross-functional business teams.
Agile & SAFe Methodologies (Sprint, PI Planning, Scrum)
Strong command of agile frameworks including SAFe, Sprint, PI Planning, and Scrum. Application of these methodologies across large-scale deployments in banking and asset management environments, facilitating cross-team workshops and backlog prioritization.
GenAI Architecture & RAG Implementation
Design and deployment of GenAI pipelines, RAG models, and AI agent orchestration using tools such as FastAPI, MCP, Webhooks, and ElevenLabs. Implementation of NLP-based solutions and LLM benchmarking against KPIs to select optimal architectures.
Data Analytics & Dashboard Development (Looker Studio, BigQuery)
Overhaul of telematics data quality analysis journeys from Sprint 0 to delivery on Looker Studio, structuring multi-page dashboards with funnel-based analytical storytelling. Automation of dashboards reducing manual work and cutting BigQuery query costs significantly.
Cloud Infrastructure & MLOps
Deployment of AI solutions on OVH Cloud infrastructure and migration of best practices to BNPP Cloud (DMZR). Certified in AWS Cloud Practitioner Essentials and Dataiku Gen AI, ML, MLOps Practitioner, Advanced & Core Designer, Developer.
Microsoft Copilot & Power Platform
Certified in Copilot and Agent Administration as well as Power Platform Fundamentals. Practical experience deploying Copilot M365 solutions at scale within banking environments.
NLP & Machine Learning (NER, SBERT, Similarity Graphs)
Implementation of Named Entity Recognition on approximately 20,000 entities extracted from Bloomberg to map strategic client-supplier relationships. Classification of e-commerce references via NLP using SBERT and similarity graphs during an internship at L'Oreal.
Product Roadmap & UX/UI Design (Figma)
Ownership of product vision and roadmap structuring for international e-learning platforms, including UX/UI redesign using Figma. Delivery of MVP demos and client integrations in agile environments.
LLM Evaluation & Benchmarking
Benchmarking of LLM and RAG models against KPIs to select the best architecture for GenAI pipelines producing sector insights integrated into CRM systems.
Expertise in driving multi-entity adoption of AI solutions including internal chatbots, Copilot M365, and Future AI Agents among large user bases. Leadership of AI governance committees covering AiRisk, compliance, architecture, and data governance in coordination with cross-functional business teams.
Agile & SAFe Methodologies (Sprint, PI Planning, Scrum)
Strong command of agile frameworks including SAFe, Sprint, PI Planning, and Scrum. Application of these methodologies across large-scale deployments in banking and asset management environments, facilitating cross-team workshops and backlog prioritization.
GenAI Architecture & RAG Implementation
Design and deployment of GenAI pipelines, RAG models, and AI agent orchestration using tools such as FastAPI, MCP, Webhooks, and ElevenLabs. Implementation of NLP-based solutions and LLM benchmarking against KPIs to select optimal architectures.
Data Analytics & Dashboard Development (Looker Studio, BigQuery)
Overhaul of telematics data quality analysis journeys from Sprint 0 to delivery on Looker Studio, structuring multi-page dashboards with funnel-based analytical storytelling. Automation of dashboards reducing manual work and cutting BigQuery query costs significantly.
Cloud Infrastructure & MLOps
Deployment of AI solutions on OVH Cloud infrastructure and migration of best practices to BNPP Cloud (DMZR). Certified in AWS Cloud Practitioner Essentials and Dataiku Gen AI, ML, MLOps Practitioner, Advanced & Core Designer, Developer.
Microsoft Copilot & Power Platform
Certified in Copilot and Agent Administration as well as Power Platform Fundamentals. Practical experience deploying Copilot M365 solutions at scale within banking environments.
NLP & Machine Learning (NER, SBERT, Similarity Graphs)
Implementation of Named Entity Recognition on approximately 20,000 entities extracted from Bloomberg to map strategic client-supplier relationships. Classification of e-commerce references via NLP using SBERT and similarity graphs during an internship at L'Oreal.
Product Roadmap & UX/UI Design (Figma)
Ownership of product vision and roadmap structuring for international e-learning platforms, including UX/UI redesign using Figma. Delivery of MVP demos and client integrations in agile environments.
LLM Evaluation & Benchmarking
Benchmarking of LLM and RAG models against KPIs to select the best architecture for GenAI pipelines producing sector insights integrated into CRM systems.
Experience
Professional experience0 - 5 years
Freelancer since2025
Languages
EnglishFluentFrenchNative speakerSpanishGood
Project history
Driving multi-entity adoption (EMEA, AMER, APAC) of AI solutions including internal chatbot, Copilot M365, and Future AI Agents among 9K users via AI ambassadors and user traceability, reaching 80% adoption in 4 months. Leading AI governance (AiRisk, compliance, architecture, data committees) in coordination with business teams. Leading Money Market Tool, a queryable GenAI for Bloomberg data, running cross-team workshops, defining the roadmap while migrating AXA IM best practices (AI Foundry, Databricks) to BNPP Cloud (DMZR). Skills: SAFe, Sprint, PI Planning, AI Governance, AiRisk, Backlog, Reporting.
Leading the complete overhaul of the telematics data quality analysis journey from Sprint 0 to delivery on Looker Studio, structuring 21 pages of dashboards with funnel-based analytical storytelling. Running cross-team workshops to identify methodological gaps and build a shared KPI framework. Freeing up 40 h/week of manual work via automated dashboards, cutting BigQuery query costs by 25% and improving latency by 120% through a Silver/Gold architecture. Skills: Sprint, Workshops, Figma, Copilot, Looker Studio, BigQuery.
Deploying the B2B positioning of a Voice AI Agent SaaS product by defining the business model, product roadmap, and cloud GenAI architecture, then delivering the MVP demo and client integration. Designing MVP evaluation criteria in an agile environment, running B2B pre-sales and collecting user feedback for validation. Implementing AI agent orchestration (STT/TTS, RAG, MCP Tools, Webhooks, Prompt Engineering) on OVH Cloud infrastructure with client integration. Skills: GenAI, FastAPI, orchestration, RAG, MCP, Webhooks, ElevenLabs.