Contributed to the google/security-research repository by delivering both a technical bug fix and a presentation artifact over a two-month period. Addressed environmental consistency in security research workflows by updating init.sh using Shell scripting to reliably initialize the loopback interface, aligning test environments with live instances and improving reproducibility. Additionally, prepared and published H2HC conference slides as a PDF, codifying research on dashboard kernel exploitation for external communication without requiring code changes. Demonstrated skills in Shell scripting, Linux system administration, and Git-based workflow management, focusing on targeted, maintainable solutions that enhance both internal testing reliability and external knowledge sharing.