Mahmoud Amri

Orchestrating the functional lifecycle of enterprise BI platforms, acting as the strategic link between business stakeholders and technical squads for bespoke data solutions in the pharmaceutical sector. Assignment: Novartis BeLux | 01/2024 – 12/2025 • Requirement Elicitation: Facilitated workshops with Commercial stakeholders to define the roadmap for a Snowflake-based Data Warehouse migration. • Functional Design: Designed the semantic layer to support exploratory analysis, ensuring businessfriendly data naming conventions. • Adoption Strategy: Led onboarding sessions to drive user adoption of the new Power BI reporting environment. Assignment: UCB HQ – Global Quality Assurance | 01/2023 – 12/2024 • Requirement Engineering: Translated complex QA business requirements into technical data specifications, bridging the gap between regulatory needs and engineering execution. • Data Flows Architecture: Designed Data flow processes for Denodo and Snowflake: from Veeva Vault (QMS) and Global Data warehouse to a department-specific, curated self-service reporting layer. Assignment: IPSEN (BeLux & North/Central Europe) | 01/2021 – 12/2025 • Multi-Country Scoping: Harmonized diverse business requirements across 9 different country entities to define a unified, scalable Azure BI architecture. • Gap Analysis: Conducted functional gap analysis between local reporting needs and HQ data strategies to ensure alignment. • Self-Service Enablement: Defined the functional specs for self-service analytics modules, enabling endusers to perform independent data exploration. Assignment: Beltaste Belgium | 01/2023 - 12/2023 • Solution Design: Led the functional design phase for an Azure BI solution, mapping business logic for ETL processes and Power BI dashboards. • Stakeholder Liaison: Acted as the primary link between business users and the technical development team to ensure deliverables met acceptance criteria. Assignment: Boehringer Ingelheim Animal Health Global | 06/2022 – 06/2023 • Process Improvement: Identified opportunities for process improvements within the BI service delivery model and implemented best practices. • Data Modeling: Designed a data model for the Global Sales Domain, centralizing data from billing systems and direct-to-consumer/indirect channel architectures. Assignment: Biocodex (BeNeLux & France) | 01/2019 – 12/2025 • Specification: Translated commercial business needs into clear technical specifications for the engineering team regarding ETL flows and dashboard layout • Data Modeling: Defined the functional data model requirements to integrate ERP transactions, CRM data, and in-market sales into a centralized Data Warehouse. Assignment: Procter & Gamble Health France | 06/2018 – 12/2025 • Dashboard Prototyping: Gathered requirements and designed functional wireframes for MicroStrategy dashboards targeting Web and Mobile consumers. • Data Integration: Integrated complex datasets including ERP transactions, CRM data, and in-market sales figures into a unified reporting structure. • User Training: Created comprehensive training materials and onboarded end-users to the new analytics platform Assignment: Laboratoires Expanscience | 06/2018 - 03/2021 • Requirement Gathering: Collaborated with sales teams to define key metrics for performance tracking dashboards.

Assignment: Belmap (Belgian Geographical Map) • Validation Logic: Designed the functional logic for a Python-based QGIS plugin to facilitate data quality control and validation for the Belmap database. • Data Integration Analysis: Defined requirements for the continuous integration of address data from multiple sources.