Abderrafia Mounaim

Led full-cycle data migration for CRM/ERP systems, combining technical analysis with business alignment. Defined migration scope, timelines, and object dependencies. Created data dictionaries and ERDs to structure and document target architecture. Ran workshops to define mapping and transformation rules. Automated data flows (SQL/Python), coordinated test batches in UAT, and ensured post-Go-Live stability. Planned and tracked progress with clear documentation and risk anticipation.

Built and maintained data pipelines using Azure Data Factory to facilitate cross-system integration. Applied Python and SQL for data validation routines and consistency checks. Supported analytics and reporting use cases by improving data structure and traceability through ETL standardization.

Oversaw source-target data mapping and developed custom transformation logic in collaboration with business and technical teams. Handled SQL-based extractions, normalization, and cleansing processes. Conducted validation audits and managed batch-based migration from UAT to production while ensuring full traceability.

Created a Python GUI to automate the transfer of client PDF documents from Outlook to Salesforce. Used NLP techniques to standardize regulatory text data and implemented Power BI dashboards to track acquisition-related data quality KPIs.

Mapped the information system and redesigned Salesforce to align with business processes. Created custom accounting objects to centralize invoice data. Built validation rules, enhanced data consistency, and delivered reporting dashboards for multiple departments and regional entities.