Zhaxny developed enhanced usage reporting for the awslabs/sagemaker-hyperpod-usage-report repository, focusing on introducing per-namespace filtering with dedicated PDF pages. Leveraging Python, SQL, and AWS, Zhaxny implemented a system that allows users to generate usage reports with namespace- and task-level granularity, automatically creating separate PDF pages for each namespace. This approach streamlines reporting workflows, reduces the need for manual post-processing, and supports more precise resource allocation and compliance reviews. By updating the command-line interface and documentation, Zhaxny improved onboarding and usability, laying the foundation for more detailed analytics and efficient report generation in multi-namespace environments.