Worked on the InsightSoftwareConsortium/ITK repository to enhance the reliability of continuous integration testing for large image processing. Developed and integrated a memory-aware gating mechanism using CMake and build system expertise, ensuring that resource-intensive image tests are only executed when sufficient memory is available in CI environments. This approach reduced flaky test failures and minimized CI churn by automatically skipping heavy tests on memory-constrained systems, while maintaining comprehensive test coverage when resources permitted. Focused on improving the overall testing strategy, the work leveraged skills in build systems and testing to align test execution with available infrastructure, resulting in more stable CI pipelines.