eyad mustafa

eyad mustafa

Data Engineer
Canada
Contract On-site

About Me

Data Engineer with 10+ years of enterprise ETL and data integration experience, featuring deep expertise in building cloud data engineering solutions on Microsoft Azure (Azure Databricks, Azure Data Factory, Azure Data L…

Experience

Data Engineer – ETL & Data Management

Scotiabank · Toronto, ON
Jun 2025 - Aug 2026 · 1 year 2 months

<p>Engineered robust ETL pipelines using SQL Server and Azure Data Lake to extract, cleanse, and transform complex human resources data from enterprise PeopleSoft ERP systems into a centralized data hub.</p><p> Optimized data quality processes by leveraging IBM InfoSphere Information Analyzer to profile and standardize high-volume data streams prior to downstream integration into IBM MDM (XML format).</p><p> Architected a standardized, reusable SQL code repository across the engineering team, significantly reducing pipeline development lifecycle times and streamlining logic patterns.</p><p> Executed end-to-end data validation testing by authoring complex, high-performance SQL test scripts, tracking system defects and regression evidence transparently within JIRA.</p>

MDM Architect / Data Engineer

Elections Canada · Ottawa, ON
Mar 2024 - May 2025 · 1 year 2 months

<p>Architected cloud-native Azure data pipelines, writing optimized Azure SQL scripts to migrate critical legacy systems while successfully managing the end-to-end Azure resource lifecycle.</p><p> Constructed scalable data movement workflows using Azure Databricks, Azure Data Lake, and SSIS to ingest source data into landing and integration layers with embedded metadata profiling.</p><p> Spearheaded comprehensive GAP analysis across disparate data sources to design current-state and future-state data mappings, enforcing rigorous business and data quality rules.</p><p> Established enterprise Master Data Management (MDM) standards, authoring critical data-flow diagrams and target architectural blueprints to guide cross-functional engineering teams.</p>

Azure Data Engineer / ETL Developer

Innovapost · Toronto, ON
Feb 2022 - Feb 2024 · 2 years

<p>Developed automated Azure Data Factory pipelines and Azure SQL solutions, actively integrating modern cloud capabilities into high-availability business applications.</p><p> Maintained hybrid integration workflows spanning Azure Databricks, Azure Data Lake, and legacy IBM DataStage jobs to safely move mainframe and Teradata source data into cloud environments.</p><p> Utilized Azure Lookup activities and advanced scripting techniques to facilitate seamless application integration and automated cloud resource adjustments.</p><p> Translated evolving business requirements into technical target solutions, owning the end-to-end creation of source-to-target mapping documentation and underlying transformation logic.</p>

ETL Developer (SSIS/SSRS)

EPAM Systems · Toronto, ON
Jun 2019 - Feb 2022 · 2 years 8 months

<p>Migrated highly complex enterprise data structures into modern data warehousing environments using IBM DataStage and conducted end-to-end performance validation.</p><p> Configured Azure DevOps monitoring tools, creating functional tracking dashboards, charts, and progress widgets to provide leadership with full pipeline development velocity visibility.</p><p> Evaluated and recommended technical data warehousing options aligned to strict enterprise storage, cost, and high-performance querying requirements.</p>

ETL Specialist – Master Data Management

IBM Canada · Toronto, ON
Oct 2018 - May 2019 · 7 months

<p>Designed a real-time IBM DataStage solution to ingest streaming data directly from Apache Kafka queues, powering downstream demographic and address pipelines.</p><p> Mentored junior developers on enterprise ETL engineering patterns, complex SQL scripting, and target testing best practices.</p>

Senior Business Analyst / ETL Developer

Canada Revenue Agency · Ottawa, ON
Jan 2017 - Sep 2018 · 1 year 8 months

<p>Automated complex IBM DataStage sequences driven by custom-tuned SQL against target ADW tables, utilizing Unix Shell Scripting to schedule batch executions.</p>

PROJECTS

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Ashra Technologies Private Limited
Duration : 04-Jun-2026 - 01-Nov-2026

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Certifications

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ABM University College, Botswana · Acton Vale , Alberta , Canada · 2026

Skills

Azure Databricks Azure Data Factory Azure Data Lake Azure SQL Database Azure Cloud Computing Application/Data Integration IBM DataStage Enterprise Edition 11.5 Informatica PowerCenter SSIS FME SQL Server Oracle RDBMS DB2 Teradata Netezza PeopleSoft ERP IBM InfoSphere Information Analyzer IBM QualityStage IBM MDM Erwin ER360 Dimensional Data Modeling Data Profiling Data Mapping SQL PL/SQL Unix Shell Scripting PowerShell Azure DevOps Control-M Agile JIRA Apache Kafka
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