Priyanka Hooli is a Software Development Engineer in Test with more than Eight years of experience building automation frameworks, designing test strategies, and validating complex software, embedded systems, and connected medical devices. At Medtronic, she works on quality engineering for BLE-connected sensors, wearable medical devices, mobile applications, and hardware-software integrations, with a focus on reliability, system integration, diagnostics, and regulatory compliance.

Priyanka is also exploring how generative AI can improve software testing. She has applied LLM-driven automation to accelerate test-script generation, reduce manual test-design effort, and expand test coverage. Her experience across healthcare, financial, and enterprise platforms gives her a practical perspective on why traditional deterministic testing is insufficient for AI systems. Through her work, she advocates for evaluation pipelines that measure reliability, safety, variability, and real-world performance not just whether a test passes or fails.