API and contract testing framework in Python using pytest and requests, focused on reliability and security hygiene.
Selenium UI test automation framework in Python using pytest and Page Object Model, designed for scalable browser testing.
Risk-based QA governance framework demonstrating test strategy, quality gates and incident lifecycle across e-commerce and IoT SaaS products.