Certificates

Quality Strategy Lead and QA Manager with 30 years in software testing. My focus is QA strategy and the frameworks that turn it into how a team actually tests, ships, and measures quality. Over the years that's spanned test automation and, more recently, where AI genuinely fits into QA — but strategy has always been the through-line, not chasing green pipelines.