• Built an automated workflow that runs smoke tests for AWS IAM which qualifies AIS on Anthos platform release• Integrated AWS smoke test into the AWS and Azure multicloud for invoking all end-to-end tests for qualifying AIS• Added the relevant metrics for analysing the projects owned by the AIS team• Created utility functions for JSON and Error responses along with unit tests throughout the pipeline stages• Improved the AIS error messages so that customers would be able to resolve the AIS errors on their own