Abderrafia Mounaim

Data Conversion & Migration Consultant

CivicPlus, LLC

Jan 2026 - Current (8 months)

-Led client-facing discovery and scoping workshops to define migration scope, timelines, priorities, dependencies, and Statement of Work (SOW) -Analyzed and extracted data from multiple source systems including HubSpot, Stripe, PostgreSQL and legacy operational platforms -Designed staging and validation layers using PostgreSQL, SQL and Python for cleansing, filtering, normalization and reconciliation -Coordinated business validation cycles to confirm mapping logic, transformation rules and target data expectations -Prepared Salesforce environments (Sales Cloud / Service Cloud) for migration readiness, including referential setup and import sequencing strategy -Defined source-to-target mappings, import dependencies and orchestration logic fo

Data Migration Consultant

HX Expeditions

Nov 2025 - Mar 2026 (5 months)

Clean, map and load travel booking, customer and payment data from legacy tools into the new booking / CRM stack. Run test loads, reconcile record counts and key metrics, and fix data issues before handover to business.

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Salesforce Data Migration Consultant

SNSM

Sep 2023 - Sep 2025 (2 years 1 month)

Delivered the full lifecycle migration of operational and historical data (>70 tables, >20M recs, 9 departments) from legacy SQL Server based ERP into Salesforce, from planning to hypercare. Designed and coded ETL pipelines with Python, Talend and SQL Server staging zones: joins, filters, deduplication, re-calculation of KPIs, and complex business rules. Ran requirements & mapping workshops with fundraising, volunteers, training and finance teams; translated processes into detailed source-to-target and transformation specs. Built and executed validation and reconciliation checks for each migration run (row counts, referential integrity, business totals); analysed defects and fixed them SQL/ETL or via reloads. Used Salesforce Data Loader / W

Data Pipeline Engineer

Unilever

Feb 2023 - Jul 2023 (6 months)

Maintained Azure Data Factory pipelines between SQL Server, Blob Storage and Databricks.

Data Migration Specialist - Salesforce implementation

Jellysmack

Jan 2022 - Jan 2023 (1 year 1 month)

Led the end-to-end migration of customer and revenue data from SAP and other legacy systems into Salesforce Sales Cloud. Analysed source tables and relationships, and helped design the target Salesforce data model (objects, relationships, picklists). Wrote and maintained field-level mapping and transformation rules (currencies, dates, subscription logic), implemented in Talend, SQL and Salesforce Inspector/Data Loader. Built reusable Python / Talend scripts to run ETL jobs, apply cleansing rules and generate control reports. Conducted UAT support, defect triage and cutover rehearsals, collaborating closely with product managers and RevOps.

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Data & Reporting Analyst - Internship

MFEX by EUROCLEAR

Apr 2021 - Oct 2021 (7 months)

Ensured consistency of reference data (funds & instruments) across multiple sources feeding BI and regulatory reports. Worked with finance and operations teams to investigate discrepancies, reconcile figures and update source data.

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Salesforce Analyst - CRM & Reporting

Spinevision Clariance

Mar 2019 - Sep 2020 (1 year 7 months)

Administered Salesforce CRM for a medical-device company: user setup, page layouts, validation rules, and maintenance of customer, contact and product master data. Built and scheduled dashboards and reports for sales and management across 6 international subsidiaries, including pipeline, revenue and activity tracking.

Abderrafia Mounaim

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