Situation
The Flipkart context involved CRM products with meaningful product scale and high expectations for test stability, release quality, and repeatable trust in the automation system.
Technical context
- Java plus Selenium UI framework
- CI/CD and Git PR workflow integration
- CRM products used by a large user base
- High-scale environment where stability mattered more than raw script count
My role
- Built and scaled the UI automation framework.
- Integrated the quality process into CI/CD and code review flow.
- Kept the automation system stable enough to support release decisions.
- Worked in a product environment where bad signal carried real cost.
Intervention
- Focused on stability and defect containment instead of just expanding coverage.
- Improved the quality path so the automation output remained actionable.
- Aligned the framework with the release process rather than treating it as a side asset.
Measured outcome
- 99 percent test stability achieved.
- 0 percent pre-production defect leakage achieved.
- Support for 10M+ users in the product environment.
Buyer value
Buyers looking for a global consultant need evidence of work in conditions where release risk, scale, and automation credibility were all high. This is that kind of evidence.
Stack and timeframe
Additional project details can be shared during qualified discovery where confidentiality permits.