I am a data engineer with 8+ years of experience designing and supporting data pipelines, ETL processes, and analytics systems. I specialize in Python, SQL, data modeling, and automated data validation to deliver reliable, scalable data solutions that drive business impact. I collaborate closely with product and engineering teams to translate requirements into robust data solutions, build comprehensive QA/test frameworks, and ensure high-quality, observable analytics that inform decision-making.

Saba Naqvi

I am a data engineer with 8+ years of experience designing and supporting data pipelines, ETL processes, and analytics systems. I specialize in Python, SQL, data modeling, and automated data validation to deliver reliable, scalable data solutions that drive business impact. I collaborate closely with product and engineering teams to translate requirements into robust data solutions, build comprehensive QA/test frameworks, and ensure high-quality, observable analytics that inform decision-making.

Available to hire

I am a data engineer with 8+ years of experience designing and supporting data pipelines, ETL processes, and analytics systems. I specialize in Python, SQL, data modeling, and automated data validation to deliver reliable, scalable data solutions that drive business impact.

I collaborate closely with product and engineering teams to translate requirements into robust data solutions, build comprehensive QA/test frameworks, and ensure high-quality, observable analytics that inform decision-making.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent

Work Experience

Data Analyst at ATS Automation Corp.
July 1, 2024 - December 1, 2025
Designed and optimized ETL data pipelines using Python and SQL to process customer and operational data, improving metric accuracy and reporting reliability. Built automated data validation tests, increasing overall data reliability by 15%. Created comprehensive QA documentation, test scripts, and validation frameworks to ensure consistent testing standards.
Data Analyst at BGIS (Brookfield Global Integrated Solutions)
January 1, 2019 - December 1, 2023
Implemented data-driven retention strategies, reducing churn by 25% and saving $1.2M annually. Used AI-driven analytics to identify at-risk accounts, enabling 85% successful interventions and preserving $800K in ARR.
Software Developer at GMI Canada
January 1, 2013 - December 1, 2013
Developed a dynamic web application using C# in Microsoft Visual Studio, improving user experience. Maintained data privacy and integrity through sound database management practices.
Web Developer at TechCom Solutions Pte Ltd
December 1, 2011 - December 1, 2012
Migrated websites to new platforms with minimal downtime and no user disruption. Developed and maintained websites using HTML, CSS, JavaScript, and jQuery.
Junior Software Developer (Intern) at IBM Canada Ltd.
May 1, 2009 - August 1, 2010
Independently executed complex assignments and validated system functionality. Translated analytical data into technical documentation for training and SOPs.

Education

Cloud Services - Security, Database Design, and Concurrency at University of Waterloo
January 11, 2030 - December 1, 2025
Back-End Frameworks and Architecture Certificate at University of Waterloo
January 11, 2030 - July 1, 2025
Large Language Model Certificate at University of Waterloo
January 11, 2030 - July 1, 2025
Data Science Certificate at University of Waterloo
January 11, 2030 - November 1, 2024
Python Certificate at University of Waterloo
January 11, 2030 - April 1, 2024
Bachelor of Technology (B. TECH) – Software Development at Seneca College
January 11, 2030 - April 1, 2012
Diploma in Computer Networking and Technical Support at Seneca College
January 11, 2030 - December 1, 2005

Qualifications

Cloud Services - Security, Database Design, and Concurrency
January 11, 2030 - December 1, 2025
Back-End Frameworks and Architecture Certificate
January 11, 2030 - July 1, 2025
Large Language Model Certificate
January 11, 2030 - July 1, 2025
Data Science Certificate
January 11, 2030 - November 1, 2024
Python Certificate
January 11, 2030 - April 1, 2024

Industry Experience

Software & Internet, Professional Services, Manufacturing, Education, Retail