At Actual Solutions, I designed and built a multi-module Java/Maven API test framework for a healthcare EMR platform. Its 1,000+ deterministic tests run green in about 30 seconds offline, and read-only API-to-database checks verify backend state without changing shared data.
I also lead QA for a B2B wallet and back-office payments platform, where I own risk-based coverage and production-readiness planning. I found transaction-integrity defects before production and escalated them with API and database evidence.
I use Claude Code, OpenAI Codex, ChatGPT, and Claude Cowork in my QA work, with human verification of every AI-produced change. I initiated Claude Team adoption across the QA organization, and I mentor QA engineers, prepare tasks for interns, and interview QA candidates.

