During January 2026, Kevin Heiss enhanced the NVIDIA/nv-ingest repository by improving deployment reliability and onboarding through targeted documentation and deployment updates. Heiss focused on enabling Helm-by-default deployment and refining quickstart guides, making it easier for users to launch and manage OCR containers. His work included detailed updates to model versioning, hardware support, and MIG deployment documentation, clarifying prerequisites and troubleshooting steps. Leveraging Python, Docker, and Kubernetes, he addressed the complexities of GPU management and container orchestration. The depth of his contributions is reflected in clearer release notes and more accessible onboarding, supporting both technical users and broader adoption.