Contributed to the newrelic/entity-definitions repository by delivering a staging OCI MySQL Database entity definition, enhancing observability through the addition of synthesis rules, golden metrics, and summary metrics. Focused on data modeling and cloud integration, the work included normalizing Object Storage resource identifiers to a unified format, improving data quality and consistency across environments. Collaborated on aligning staging definitions with naming conventions and updated test data to ensure CI reliability. Leveraged skills in API integration, testing, and languages such as JSON and YAML to support faster iteration and maintain robust telemetry coverage for both staging and production deployments.