Automation Engineer Intern — AI-powered self-healing UI automation (Playwright + LLM DOM analysis)
Built and maintained an AI-assisted UI automation framework that improves robustness through multi-step automated recovery of UI element locators. Added LLM-driven DOM analysis and persistent storage of recovered locator strategies to reduce future maintenance and increase automation reliability. Designed the system to support resilient end-to-end execution rather than manual relabeling of UI artifacts. • Implemented multi-layer locator recovery using ARIA attributes, role-based selectors, text-based selectors, CSS, and XPath fallbacks • Integrated LLM-driven DOM analysis to infer or validate DOM elements during automation runs • Used persistent locator storage to retain successful locator strategies for later sessions • Developed the framework using Playwright (Python) for resilient automation workflows