1. Enhanced software quality by executing comprehensive test cases to identify bugs, driving root cause analysis, and managing the bug lifecycle.2. Built and maintained an automated testing framework for GeForce Now, facilitating efficient regression testing and improving overall test coverage.3. Developed a defect detection model for video quality monitoring, significantly increasing efficiency and accuracy.4. Developed automated gameplay models to reduce manual QA workload, thereby increasing the coverage rate of GeForce driver testing in gaming.5. Collaborated with cross-functional teams to implement solutions, ensuring seamless integration and continuous improvement of the testing process.

1. Survey some popular distributed system frameworks including Ray, Dask and Spark2. Analyze the pros and cons in multi-scale to integrate Ray in Proteus