At NICE Ltd, I contributed to and scaled a modular Playwright test automation framework in C# and Java, covering more than 1,000 critical end-to-end tests for public-safety products. I also engineered parallel test execution in Azure DevOps pipelines, cutting regression cycle time by 30%.
I designed a multi-agent AI QA workflow that pulls Azure DevOps user stories, generates test scenarios, and scaffolds Reqnroll code. It cut feature QA turnaround from 12 hours to under 4, with human-in-the-loop review.
At Capita, I led quality engineering across a 10-member team for HSBC and Virgin Money. I built C# and Java test suites and configured CI quality gates that reduced deployment validation time by 35% while maintaining zero release downtime.
Earlier, at Eteva, I raised regression automation coverage from 35% to 85% across healthcare document-management workflows. At Spectrum (NVIDIA), I built automated data-validation utilities for autonomous-driving data, helping reduce training-data anomalies by 28%.
