At Piedmont Healthcare, I improved reliability and response times for backend services supporting patient scheduling, clinical workflows, and reporting. I reduced p95 API latency from approximately 310 ms to 235 ms under peak loads.
I strengthened asynchronous clinical workflows with idempotent operations, bounded retries, and improved failure recovery. I also refined monitoring and recovery procedures, helping maintain approximately 99.95% application availability against internal reliability targets.
At Cox Automotive, I created reusable Terraform infrastructure modules for AWS, GCP, and Azure and improved incident visibility with operational dashboards. Earlier, at Manhattan Associates and NCR Corporation, I worked on backend services and integrations for warehouse operations and retail transaction processing.

