At Amazon, I standardized SLO/SLI frameworks across 14 microservices and established error-budget policies that reduced unplanned service disruptions by 34%.
I used Go to improve observability in Kubernetes environments, reducing alert triage time by 42%. I also provisioned Terraform templates on AWS that cut deployment drift across 300 instances.
Previously, at JPMorgan Chase & Co., I supported secure payment workflows processing over 450K daily transactions without message loss. I also containerized financial applications and improved failover latency by 45%.

