About Redouane
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Experience
- AccentureData EngineerSeptember 2024 - Today (1 year and 10 months)Clermont-Ferrand, FranceContext:Design and industrialization of industrial data products in an Azure Databricks / Dataiku environment, from multiple sources (OSIsoft PI sensors, API, Kafka). Delta Lake modeling (Medallion architecture), Unity Catalog governance, ADLS storage, using Agile methodology.Stack: Dataiku, Databricks, Python, SQL, PySpark.Main projects:
- Product quality / sensor time series (6 months) — Ingestion and enrichment of sensor measurements on rubber belts, exposure to the end customer, and ML analysis of defects. Impact: -20% quality defects (several hundred thousand euros on one site). Currently the referent and sole Data Engineer for the project.
- Pneumatic R&D traceability (4 months) — Data product exposing tire construction data (materials, compounds, parameters); aggregation of tables and real-time Kafka streams on Databricks. Direct Agile management with the client.
- Self-service access to technical data & sensors (6 months) — Selection interface + collection/preparation pipeline (OSIsoft PI, Unity Catalog); remapping, enrichment, and time alignment to deliver a ready-to-use dataset to analytics teams.
- Supply chain & storage optimization (4 months) — Consolidation of batch and stock data to optimize space utilization and reduce inventory costs.
Cross-functional activities:- Dataiku Trainer (FR/EN) for business and technical teams across +15 sites worldwide: onboarding, data preparation, automation.
- Deployment referent for a multi-site data product (co-extrusion line): writing the standardized deployment kit, training international factories for reproducible and autonomous implementation.
- Renault / AMPEREDatabase Management EngineerAUTOMOBILEFebruary 2024 - August 2024 (6 months)Guyancourt, FranceContext:Structuring and optimizing data for the Electromagnetic and Thermal teams. Defining needs, modeling, and project management; coordination with a service provider for the web application for data access.
- Schema modeling and documentation (Hackolade), normalization of entities and relationships.
- Implementation on MongoDB, index selection, and best practices for querying for R&D use cases.
- Data governance: naming conventions, metadata, access control, and team awareness.
- Coordination with the service provider (deadlines, priorities, testing/validation) and user support.
- Deepsy:Full-Stack Web DeveloperApril 2023 - September 2023 (5 months): web platform for psychometric testing (assessment of mindset and personality traits) for HR teams for recruitment.• Evolution of an existing website: development of new features, including user management and account creation (registration, authentication, role and access management).• Full-stack development: PHP / Laravel back-end (business logic, API, data access) and React / JavaScript / CSS front-end (interfaces, forms, responsive integration).• Database modeling and querying (SQL): structuring user data, writing and optimizing queries.• Front-end / back-end integration, form validation, and securing registration and login processes.• Corrective and evolutionary maintenance of existing code. Stack: PHP, Laravel, React, JavaScript, CSS, SQL.
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Education
- Data Engineer Associate.Dataiku AcademyData Engineer Associate.
- M2 in Information Systems and Decision Support.ISIMA.M2 en Système d'Information et Aide à La Décision