At Krista Software, I design and build on-prem Kubernetes infrastructure on RKE2, from bare-metal provisioning through cluster and storage design. I implemented backup and disaster recovery with Velero and Volsync, and automated failover for a GPU-backed AI service to a standby AWS environment.
I also built an AI-powered observability application that supports natural-language queries across traces, metrics, and logs, with automated root-cause analysis and reporting. For production workloads, I designed a hybrid PostgreSQL setup that improved query performance by 40–70% while preserving data durability.
Previously at Pharmarack Technology, I migrated a live application across AWS regions and accounts with zero downtime and reduced monthly cloud infrastructure spend by 27%. I also automated CI/CD pipelines and managed AWS infrastructure using Terraform, Kubernetes, and related cloud services.

