Worked on the awslabs/sagemaker-hyperpod-usage-report repository to deliver enhanced usage reporting capabilities. Developed a feature that introduced per-namespace filtering, enabling the generation of PDF reports with dedicated pages for each namespace and task. This approach leveraged Python and SQL to streamline data extraction and report generation, reducing the need for manual post-processing. Updated the command-line interface and documentation to support the new filtering options, making it easier for developers to adopt and utilize the feature. The work laid the foundation for more granular usage analytics, supporting improved resource allocation and compliance reviews in multi-namespace AWS environments.