Three disciplines. One job.

API Testing

Contracts under pressure

REST and event-driven APIs are the contract your whole system depends on. I test what happens when that contract is honored, bent, and broken outright.

• Functional coverage against the API spec, including auth flows and permission boundaries
• Negative and boundary testing: malformed payloads, wrong types, missing fields, edge-case values
• Schema and contract validation, so breaking changes get caught before consumers do
• Status-code and response-shape audits: the details teams skip under deadline pressure

AI-Driven Testing

Testing, accelerated by AI

I bring AI into the testing process itself: generating coverage faster, keeping automation stable as the product changes under it, and surfacing what manual review would miss.

• AI-assisted test case and test data generation from specs, user stories, or existing coverage gaps
• Self-healing test automation that adapts to UI and API changes instead of breaking on them
• AI-assisted log and failure analysis to spot patterns across large test runs
• Evaluating and integrating AI testing tools into an existing pipeline without handing judgment over to them

Strategy & Analysis

What to test, and why

More tests are not the goal. The right tests are. I map risk to coverage so effort goes where failure would actually hurt.

• Risk-based test strategy tied to what the business actually depends on
• Coverage analysis that shows where confidence is real and where it's assumed
• Process and pipeline audits: where quality checks live, and where they're missing
• Test plan and documentation review for teams building this out themselves