At Eclinicalworks, I redesigned wait strategies and refactored brittle locators across a Java/Selenium and Playwright suite of more than 50,000 test cases, cutting regression execution time by 30%.
I own automated validation of claims, billing calculations, and EHR/EMR workflows, checking calculation accuracy and data integrity. I also validate REST APIs and backend data flows alongside UI automation.
I reached 70% accuracy in identifying broken selectors after DOM changes and used AI-driven static analysis to remove 20% of unused test code. I also built AI-assisted failure-triage tooling to support root-cause analysis.
At Paratus Systems, I developed Selenium automation for cross-platform batch regression runs. I also built QA Prep Hub, a personal project that organizes interview questions into study tracks using a local Ollama LLM.

