Lead QA Engineer specializing in Automation, Test architecture, and AI Evals
Open to Hybrid/Remote roles
Writing work experiences for QA Engineers
Teams spend years perfecting their automation framework and almost no time on the data those tests run against. That imbalance is why 'reliable' suites still fail unpredictably.
Most friction between QA and developers isn't a skills gap or an attitude problem. It's two people using the word 'tested' to mean two different things.
QA burnout usually gets treated as an individual weakness. It's not. It's what happens when a team never fixes the actual structural gaps in how testing fits into delivery.
Flaky tests are rarely a timing issue. Learn how defining clear test quality standards helped us reduce flakiness and restore trust in our automation suite.