Developed GitLab integration for the Softala-MLOPS/oss-mlops-platform, enabling seamless GitLab-based workflows within the open-source MLOps environment. The work involved creating new configuration files and deployment manifests using YAML and Shell scripting, as well as updating setup guides and end-user documentation in Markdown. By focusing on cloud computing and DevOps best practices, the integration streamlined CI/CD onboarding for OSS projects, allowing teams to leverage GitLab as a source and CI provider. The approach emphasized maintainability and clarity, ensuring that deployment processes were well-documented and reproducible for users adopting Kubernetes-based MLOps solutions in their development pipelines.