Vikas Ray developed a Model Deployment Transition Guide for the oracle-samples/oci-data-science-ai-samples repository, addressing the upcoming deprecation of TGI by outlining a clear migration path to VLLM containers. He authored a versioned tgi-deprecation-runbook, leveraging Python SDK and Markdown to document step-by-step procedures for updating model deployments and minimizing operational risk. His work focused on containerization strategies and detailed documentation, enabling smoother onboarding and cross-team collaboration. Although the scope was limited to a single feature over one month, the depth of the guide and runbook provided practical solutions for deployment continuity, demonstrating strong technical understanding of model deployment workflows.