• Optimized hardware testing infrastructure, reducing test suite runtime from 90 to 45 minutes and cutting log retrieval times by 50%.

• Developed CoAP APIs to EC2 that provided access to instance architecture and runtime settings details, reducing average incident response times by 10 minutes for hundreds of engineers across the organization.

• Implemented an automated testing pipeline for EC2 instances that eliminated the need for time-consuming manual test builds and enabled continuous validation of memory pool allocations.