Worked on the NVIDIA/TensorRT-LLM repository to enhance CI/CD pipeline efficiency and governance over a two-month period. Delivered a high-priority pipeline feature that enables authorized users to route jobs to a dedicated queue, improving turnaround for time-sensitive workloads while adding documentation, tests, and safeguards for safe adoption. Further optimized the GenPostMergeBuilds pipeline by introducing a build-only mode to skip non-critical stages, reducing resource usage and CI time. Leveraged Groovy scripting, YAML, and Jenkins to ensure reliable post-build artifact handling and conditional commit status updates, resulting in more efficient, traceable, and maintainable infrastructure for continuous integration and delivery.