Freelancer profile translated to English.
Back to original languageAbout Romain
Freelance AI PM with 10 years of IT experience. For the last 3 years: managed an AI product deployed in 8 countries at ADEO, generating several M€ in ROI, and took over the MLOps pipeline autonomously when the data scientist left.
I cover the entire data/AI product cycle from roadmap to model metrics, and I integrate equally well into a technical team or a business discussion.
Available for AI PM, Data Product Manager, or AI Delivery Lead missions, hybrid in Lille or fully remote.
French
Native or bilingual
English
Fluent
Can work on-site
Lille (up to 50km)
Experience
- ADEO ServicesML DATA Product OwnerRETAIL (LARGE RETAILERS)December 2022 - Today (3 years and 7 months)Lille, FranceEnd-to-end management of an AI product deployed in 8+ countries, from initial POC to industrialization, generating multi-million euro ROI at group level.Product & Deployment– Transitioned the POC (1 country) to an industrialized product in 8+ countries, supporting each market in establishing a unified data structure– Facilitated country teams and aligned stakeholders on a common roadmapExtended Technical Ownership (MLOps)– Complete overhaul of the MLOps pipeline with ZenML, autonomously managing model training and continuous evolution– Monitored model performance: ROC AUC, precision, recall, F1-score — analyses via notebooks– Modernized data architecture: DBT migration, quality with Elementary, governance with Collibra– GCP infrastructure managed via Terraform, Datadog observabilityCross-functional– Contributed to group-wide RAG bot design workshops
- AccentureCloud Project ManagerCONSULTING AND AUDITSJanuary 2022 - December 2022 (1 year)Lille, France– Scoping and management of move-to-cloud projects (Azure & AWS)– PCI DSS compliance for Europcar on AWS: designed architecture diagrams presented in assurance committees, managed technical workstreams– Took over outsourcing for Promod's e-commerce site on Azure– Multiple outsourcing projects for Auchan on Azure– Implemented application monitoring (Dynatrace, Datadog) and FinOps tracking
- EQIOM, A CRH CompanyApplication Owner & IT Application SupportCIVIL ENGINEERINGJanuary 2017 - December 2021 (4 years and 11 months)Lille, France– Azure migration of hybrid European scope (services & lift and shift)– Scrum Master / Proxy PO on a client-facing project (order taking, DMS, API, AWS)– IoT supply chain project manager (API management, AWS) and Mobile project (Android, SignalR, FCM, AWS)– Kafka integration via Confluent Cloud, ELK setup for monitoring and centralized logs– Agile coaching: Daily, Sprint Planning, Review, Retro, Backlog Refinement — tracked via Jira– L3 Support, release tracking, and production deployment management
Reviews
T
Thibault
ADEO Services
Reviewed on 11/19/2024
Ophelie
ADEO Services
Reviewed on 7/2/2024
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Education
- Electronics Engineering ScienceUniversité du Littoral Côte d'Opale2014Sciences pour l'ingenieur electronique
- Electronic and Digital SystemsLycée pierre de coubertin2011Systemes électronique et numeriques