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Nada Faiz Ali

Nada Faiz Ali

Data Miner

Talent
Chicago, ILMember since August 20, 2026
PythonSQLETLMachine LearningDeep LearningClusteringAWS S3AWS EMRAWS AthenaApache Spark
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PythonSQLETLMachine LearningDeep Learning

About

Led end-to-end data extraction, cleaning, validation, and preprocessing for high-volume operational datasets, improving data accuracy, consistency, and usability across multiple reporting systems. Optimized ETL pipelines by redesigning transformation logic and implementing SQL-based automations, resulting in a 30% increase in efficiency, a 25% reduction in processing time, and more stable data flows. Partnered with engineering and analytics teams to troubleshoot data discrepancies, perform root-cause analyses on pipeline failures, and deploy long-term preventive solutions to improve data health.

Experience

Data Miner - Automatic Data Processing (ADP) - Hyderabad

(2021-10 - 2023-10)

  • Led end-to-end data extraction, cleaning, validation, and preprocessing for high-volume operational datasets, improving data accuracy, consistency, and usability across multiple reporting systems.
  • Optimized ETL pipelines by redesigning transformation logic and implementing SQL-based automations, resulting in a 30% increase in efficiency, a 25% reduction in processing time, and more stable data flows.
  • Partnered with engineering and analytics teams to troubleshoot data discrepancies, perform root-cause analyses on pipeline failures, and deploy long-term preventive solutions to improve data health.
  • Developed SOPs, documentation, automated quality checks, dashboards, and custom reports to support cross-functional data needs and streamline team workflows in a fast-paced environment.

Education

Master of Science - Data Science - DePaul University (2024 - 2025)

Bachelor of Engineering - Computer Science - Osmania University (2017 - 2021)

Skills

Data Miner

Reviews

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