awslabs/sagemaker-hyperpod-usage-report
Dec 2025 – Jan 2026
2 Months active
Languages Used
YAML
Technical Skills
AWSCloudFormationInfrastructure as CodeIAM
Chijun Sha
PROFILE
Chijun Sha
Worked on the awslabs/sagemaker-hyperpod-usage-report repository to enhance infrastructure reliability and deployment stability over a two-month period. Focused on resolving deployment failures by adjusting CloudFormation resource creation order using YAML and AWS CloudFormation, ensuring the ServiceAccountRole was available before LambdaExecutionRole during Lambda deployments. Further improved reliability by converting the Lambda execution role’s policy from a managed policy to an inline policy, addressing IAM propagation delays and preventing role assumption errors. These targeted bug fixes reduced operational risk in CI/CD pipelines and stabilized usage-reporting workflows, demonstrating proficiency in AWS, Infrastructure as Code, and IAM role management for cloud environments.
Overall Statistics
Feature vs Bugs
0%Features
Repository Contributions
2Total
Bugs
2
Commits
2
Features
0
Lines of code
47,842
Activity Months2
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Zhenshan JinMember
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Work History
January 2026
1 Commits
Jan 1, 2026January 2026 monthly summary for the awslabs/sagemaker-hyperpod-usage-report repository. Focused on reliability improvements to AWS Lambda IAM role attachment and stabilization of usage-reporting workflows.
1 Commits
Jan 1, 2026January 2026 monthly summary for the awslabs/sagemaker-hyperpod-usage-report repository. Focused on reliability improvements to AWS Lambda IAM role attachment and stabilization of usage-reporting workflows.
January 2026
December 2025
1 Commits
Dec 1, 2025December 2025 monthly summary for awslabs/sagemaker-hyperpod-usage-report focused on reliability improvement through CloudFormation resource creation order fix. Implemented a dependency adjustment to ensure ServiceAccountRole is created before LambdaExecutionRole, improving resource availability during Lambda deployments and reducing deployment failures. The change was implemented via a CloudFormation DependsOn configuration and committed as 4d71ba1d2393896797474b8b6bebd155ea22be4a with descriptive messaging. This work enhances infrastructure stability for SageMaker HyperPod usage reporting and reduces operational risk in CI/CD pipelines.
December 2025
1 Commits
Dec 1, 2025December 2025 monthly summary for awslabs/sagemaker-hyperpod-usage-report focused on reliability improvement through CloudFormation resource creation order fix. Implemented a dependency adjustment to ensure ServiceAccountRole is created before LambdaExecutionRole, improving resource availability during Lambda deployments and reducing deployment failures. The change was implemented via a CloudFormation DependsOn configuration and committed as 4d71ba1d2393896797474b8b6bebd155ea22be4a with descriptive messaging. This work enhances infrastructure stability for SageMaker HyperPod usage reporting and reduces operational risk in CI/CD pipelines.
Activity
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Quality Metrics
Correctness100.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
YAML
Technical Skills
AWSCloudFormationIAMInfrastructure as Code
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