At Eli Lilly and Company, I built a custom MCP server connecting Claude with Jira and Xray to streamline test management, from creating cases through execution, evidence, and reporting. It made test case authoring about 30x faster and helped cut test planning and reporting from hours to minutes.
I also developed a Python, Playwright, and pytest-asyncio framework with Page Object Model and auto-healing locators, integrated with Jira reporting. It replaced about 40 hours of manual validation per release.
For Eli Lilly and Company, I created an automated LLM response validation pipeline that scores groundedness, relevance, coherence, and toxicity, with evidence-linked reporting to support release decisions. I also wrote k6 performance and load tests for APIs and backend services.
Earlier, at HCL Technologies Ltd, I architected a Selenium BDD framework with Cucumber and Java that raised regression coverage from about 20% to about 80%. Across my QA work, I’ve shaped test strategies, tested APIs and backend data, and supported quality across complex releases.

