Steffen Genz delivered a location-based carbon emissions export feature for the awslabs/cid-framework repository, enabling geography-specific reporting to support more accurate carbon accounting. He updated SQL queries to select new emission value and unit fields, and modified the CloudFormation template to define these fields, allowing for granular reporting by location. This work improved the reliability and traceability of carbon emissions data exports, supporting regulatory compliance and regional decision making. Steffen’s contributions focused on data export and infrastructure-as-code, leveraging SQL and YAML to enhance sustainability insights. The feature was developed and delivered within a one-month period, demonstrating focused technical execution.