Manasi Shah developed integration tests and continuous integration coverage for the Dataflow Profile feature in the Azure/azure-iot-ops-cli-extension repository. She focused on end-to-end validation by implementing automated tests that exercised create, show, update, list, and delete operations for dataflow profiles, ensuring robust resource management. Using Python and YAML, she established cloud-side test automation infrastructure, integrating Azure CLI authentication into the CI pipeline. This approach improved release reliability and enabled earlier defect detection by providing comprehensive test coverage. The work demonstrated depth in integration testing and CI/CD practices, laying a foundation for faster feedback cycles and more dependable feature delivery.