Developed an automated Semgrep project tag management solution for the r2c-CSE/semgrep-utilities repository, focusing on improving security analysis workflows within GitLab CI/CD pipelines. The work centered on a Python script that dynamically derives tags from the GitLab project path and updates Semgrep project metadata through the Semgrep REST API. This approach streamlined the organization and discoverability of Semgrep scan results by ensuring accurate and consistent project categorization. Leveraging skills in Python, API integration, and CI/CD automation, the solution reduced manual tagging effort and accelerated triage of security findings, contributing to more efficient and maintainable security automation processes.