
Contributed to the awslabs/cid-framework repository by developing a location-based carbon emissions export feature, enabling geography-specific reporting for more accurate carbon accounting. This work involved updating SQL queries to select new emission value and unit fields and modifying CloudFormation templates to support granular, location-driven data exports. Additionally, addressed a critical authorization issue in the aws-samples/aws-cudos-framework-deployment repository by updating IAM policies to grant athena:GetWorkGroup permission, ensuring error-free execution of custom SQL queries in Quick Suite. Leveraged Python, AWS CloudFormation, and IAM permissions management to deliver reliable, maintainable infrastructure changes that improved data export accuracy and operational stability.
February 2026 summary for aws-samples/aws-cudos-framework-deployment: Stabilized Quick Suite data exploration by implementing a critical IAM permission fix and aligning policy management. Delivered a targeted permission update and policy sync to prevent authorization errors in custom SQL workflows and improve operational reliability for users.
February 2026 summary for aws-samples/aws-cudos-framework-deployment: Stabilized Quick Suite data exploration by implementing a critical IAM permission fix and aligning policy management. Delivered a targeted permission update and policy sync to prevent authorization errors in custom SQL workflows and improve operational reliability for users.
June 2025: Delivered Location-based Carbon Emissions Export feature for awslabs/cid-framework, enabling geography-specific reporting and more accurate carbon accounting. Implemented SQL query updates to select new emission value and unit fields and updated the CloudFormation template to define these fields, enabling granular reporting by location. The work enhances regulatory compliance, regional decision making, and data-driven sustainability insights, with improved export reliability and traceability via the linked commit be5ca2fad2754a8f1c91d8512752578d995e4d50.
June 2025: Delivered Location-based Carbon Emissions Export feature for awslabs/cid-framework, enabling geography-specific reporting and more accurate carbon accounting. Implemented SQL query updates to select new emission value and unit fields and updated the CloudFormation template to define these fields, enabling granular reporting by location. The work enhances regulatory compliance, regional decision making, and data-driven sustainability insights, with improved export reliability and traceability via the linked commit be5ca2fad2754a8f1c91d8512752578d995e4d50.

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