At FIRSTDOT IT, I built Python-based automated test suites for Network Configuration Assurance Systems, covering functional, regression, smoke, integration, and system testing. I also automated REST API validation for network configuration endpoints.
On Cisco Identity Services Engine (ISE) on AWS and 5G SD-WAN, I designed and built a Playwright-Python automation framework using Pytest, Selenium, BDD, and Page Object Model architecture. I also developed reusable automation libraries for regression testing.
I integrated automated suites into Jenkins CI/CD pipelines and validated backend data across PostgreSQL, MySQL, and MongoDB. For network configuration systems, I validated templates and administrative policies against protocol requirements.
I’ve also evaluated LLM-generated outputs, tested multi-step AI-assisted workflows, and used Generative AI tools for test case creation and defect analysis. My work includes validating AI-powered log analytics and monitoring dashboards for accuracy and reliability.

