Freelancer profile translated to English.
Back to original languageAbout Réda
Senior Project Manager / Product Owner with nearly 10 years of experience in managing digital, data, and AI projects in Agile, international, and regulated environments.
I support organizations from business use case qualification to operational delivery, combining functional scoping, business/IT coordination, project governance, multi-team management, and results monitoring.
I primarily work on digital transformation missions, Data & AI platforms, B2B digital products, business workflows, and scaled Agile delivery frameworks.
I am typically called upon to:
- Scope business needs and structure functional use cases;
- Take over or secure complex digital programs;
- Manage product roadmaps, backlogs, dependencies, and trade-offs;
- Coordinate business, IT, data, product, and external partner teams;
- Implement project governance with KPIs, reporting, steering committees / management committees;
- Support the integration of AI, GenAI, or machine learning solutions into concrete business processes.
I have notably managed transformations in the banking, energy, insurance, and pharmaceutical sectors: industrial data platforms, predictive ML models, generative AI-assisted modular marketing content, operational risk management portals, and international banking reporting programs.
My approach is pragmatic, structured, and impact-oriented: understand the business, scope the right use cases, align teams, secure delivery, and measure results.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 20km)
Experience
- ModuLink AI LabsFounder & AI-Native Product Transformation LeadSOFTWARE PUBLISHINGMarch 2026 - Today (5 months)Paris, FranceManaging an AI-native product lab aimed at designing and industrializing SaaS MVPs through multi-agent orchestration, autonomous workflows, and AI-augmented software delivery.
- Functional scoping of business use cases, user journeys, permission rules, product logic, functional architecture, and MVP prioritization.
- Implementation of multi-agent AI workflows to accelerate the product cycle: generation, testing, correction, refactoring, validation, and documentation.
- Structuring of an AI-first delivery model based on advanced prompting, AI-assisted QA, short iteration cycles, and continuous improvement.
- Consideration of security, privacy, data governance, and AI compliance issues in the product roadmap and functional architecture.
- Coordination of product vision, UX/UI choices, functional priorities, and technical constraints on WYF, a mobile-first social fashion platform, and ModuLink, a modular business automation SaaS.
- SanofiAgile Project Manager / Product Delivery LeadHEALTH AND WELLNESSOctober 2023 - April 2026 (2 years and 6 months)Paris, FranceManaging a program to transform global marketing content production: shifting from long, costly, and poorly reusable assets to short, validated, reusable, and adaptable modules for over 25 countries.
- Functional scoping with global and local marketing teams: identifying use cases, content to be modularized, country adaptation rules, and regulatory constraints.
- Contribution to the integration of generative AI to accelerate marketing content adaptation from validated modules, approved messages, and local constraints.
- Project direction and program governance: coordinating marketing, medical, regulatory, IT, data, and partner agency teams, preparing project instances, steering committees, and executive reporting.
- Scaled Agile management: roadmap, prioritization, PI Planning, team synchronization, dependency tracking, and delivery assurance.
- Monitoring program KPIs: content reuse, costs, timelines, country adoption, and campaign performance.
- Monitoring program KPIs via Power BI dashboards: content reuse, costs, timelines, country adoption, campaign performance, and delivery progress.
- Collaboration with IT / Data teams on cloud data environments, particularly around program data consolidation, exploitation, and quality monitoring, with exposure to BigQuery / GCP logic within a Product Owner / Delivery framework.
Results- Up to 50% reduction in time-to-market.
- 30% to 60% reduction in marketing production costs.
- Deployment of the modular approach in over 25 countries.
- Implementation of consolidated monitoring of reuse, adoption, and performance KPIs.
- TotalEnergies Digital FactoryProduct Owner & Scrum MasterENERGY AND UTILITIESJanuary 2023 - December 2024 (1 year and 11 months)Paris, FranceTaking ownership of a data platform for monitoring and predicting drilling operations, aimed at improving operational decision-making using real-time data and machine learning models.
- Functional scoping with drilling business units: needs qualification, operational use cases, user stories, and product roadmap prioritization.
- Contribution to the deployment of predictive ML models for critical incident detection and prevention: Kick Risk, Stuck Pipe, operational signals.
- Project direction and cross-functional coordination between drilling, data engineering, data science, IT, and support to ensure delivery and deployment.
- Agile management of 3 squads (France / India): agile ceremonies, dependencies, and trade-offs.
- Monitoring of product and delivery KPIs: velocity, quality, adoption, incidents, delivered business value, and performance.
- Management of Data Platform / Cloud topics around BigQuery / Google Cloud Platform: understanding datasets, operational data exploitation, SQL queries, data quality monitoring, KPI dashboards, and coordination with Data Engineering / Data Science teams.
- Implementation and monitoring of Power BI dashboards to manage product and delivery KPIs: adoption, quality, incidents, operational performance, and delivered business value.
Results- Improved decision-making on rigs through real-time operations monitoring.
- Deployment of predictive and preventive features for critical incidents.
- Platform adoption by several operational subsidiaries.
- Contribution to real-time operations monitoring via SmartRoom RTSC.
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Education
- Master's Degree - AMBA Accredited, Finance SpecializationPSB Paris School of Business2016Grade Master - Accrédité AMBA, Spécialisation Finance
- BA International Business ManagementLondon Metropolitan University2014BA International Business Management