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Internal QA Tools

PythonAutomationData Validation

Developed internal QA tools and lightweight widgets to automate daily operational tasks, including data validation and error detection.

Key Challenges

  • Automating complex regex-based data validation
  • Building a user-friendly CLI for non-technical staff
  • Ensuring tool compatibility with various data formats (JSON, CSV, XML)

Outcomes

  • Reduced manual QA time by 60%
  • Increased data delivery quality by 25%
  • Adopted as a standard tool for the entire engineering team