Freelancer profile translated to English.
Back to original languageAbout Christophe
I support companies in defining and implementing their tech & data strategy. This includes monitoring and steering a roadmap aligned with strategic objectives, as well as the operational aspect of creating data platforms capable of transforming their data into true strategic assets.
Favoring a Data Mesh approach for effective and distributed data valorization, I assist you in deploying AI models, creating innovative data analytics platforms, and managing and governing your data.
Data & Cloud Platform Architecture: Development of cloud data architecture, ensuring robust and scalable data infrastructures for all types of needs.
Data Management & Governance: In-depth expertise in metadata management, data quality, and security, for effective governance compliant with regulatory standards.
Business Intelligence & Analytics: creation and administration of platforms, deployment of tools, modeling, data analysis, strategic reporting, for decision-making optimization.
Critical Technology Project Delivery: Management and delivery of complex technological projects, focused on agility and reliability, and experienced management 3.0 of feature teams.
Data Science & Artificial Intelligence: Expertise in GenAI, Machine Learning, and MLOps, with mastery of AWS technologies to design, deploy, and manage AI models.
Data Mesh Organization: Expertise in implementing Data Mesh and managing Data Products, enabling distributed and efficient data valorization at the enterprise scale.
French
Native or bilingual
English
Conversational
Can work on-site
Paris (up to 50km)
Experience
- Groupe La CentraleDeputy Chief Technology OfficerPRESS AND MEDIAMay 2016 - December 2024 (8 years and 8 months)Paris, FranceData & AI Team Engineering Manager: Recruitment, management, and coaching of data scientist, MLOps, data engineer, analytics engineer, data architect, and fullstack ops/dev profiles.Experience managing approximately 50 people, including contractors or employees, over the years.AI & GenAI ProductInternal conversational assistant lab, chatGLCLa Centrale AI project, search assistanceIT & Data PlatformBI Solution Manager: Building the BI platform, technical and architectural orientation, data warehouse modeling, deployment and administration of the Tableau solution, defining governance, content and usage strategy, data evangelization and acculturation, organizing and leading TUGs, building data sources and dashboards, responsible for platform run.AWS Data Architect: Technical sponsor and best practices referent for AWS. Vision and evolution of data platforms (Data & ML Platform).Analytics Technical Referent:Deployment of Piano tracking solution, Tag Commander, tracking plan framework and process, Business Monitoring and Alerting.Marketing Data-DrivenCRM Project Technical Manager: Deployment and integration of Neolane, NP6, AWS, and Braze solutions.SEA/SMA investment steering dashboard project.Data Foundations & BIData Governance & Management Leader: Responsible for the Data pillar, supporting DPO recommendations, classification, and GDPR by design.Deployment of governance and data management. Sponsor of Data Quality Labs, Data Mesh, and ML Platform initiatives.Orientation towards BI & Data Platform "as a service". Facilitator of collaboration with business units.Led the implementation of a data catalog tool, Collibra then Atlan, design of data models.Training, development of a data culture, animation of the Data Steward community, gamification.Construction of metadata, business glossaries, and dictionaries, lineage tools.
- Groupe La CentraleData & ML Product ManagerE-COMMERCEMay 2016 - June 2023 (7 years and 2 months)Paris, FrancePricing, BI & Data Platform Product ManagerIn charge of the BI ecosystem and the "La Cote La Centrale" product. Definition and acceptance testing of products within the BI and Pricing scope. Vision and management of roadmaps, backlogs, and sprints. Training and organization of demos. AI/Machine Learning Projects• Car/motorcycle price prediction (Gradient Boost), Photo classification (DeepLearning), Fraud detection (Classification), License plate detection and blurring• Responsible for BI platform development, leading platform transformation since 2015• Migration from Talend to AWSGlue, S3 data lake development• AWS BI Architecture, data lakehouse, data warehouse, Tableau extraction strategy• BI referent for business units, reporting and analysis within the "BI" roadmap• Data analysis and report creation
- Groupe La CentraleEngineering ManagerE-COMMERCEJune 2014 - May 2016 (1 year and 11 months)Paris, FranceFeature Team Engineering Manager: Manager and Responsible for the Delivery of feature teams "sva", "stats", "edi", "promoneuve"...Management and coaching of engineers.• Responsible for AWS architectures• Referent and facilitator for the company's agile approaches• Projects: Matching engine, ML Pricing, Datamart and Data Warehouse, Anticrawl...
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Education
- DESS Computer Science Software EngineeringInstitut Supérieur d'Informatique et d'Automatique de Lorraine (ISIAL)2001DESS Informatique Ingénierie Logicielle
Certifications
- AWS Certified Solutions Architect ‑ AssociateAWS2018