At HP Inc., I owned production and staging infrastructure for HP Anyware across Azure, AWS, and GCP. I designed and shipped m.a.r.i.o, a role-based release control plane that moved releases from weekly to near-daily, cut rollback time from 60 minutes to 10, and reduced failed releases by 25%.
I also built a custom Kubernetes operator for HiveMQ and a reusable Terraform and GitHub Actions golden path for new services. Earlier, at Native Ads Inc., I scaled ad-serving infrastructure to 10,000 requests per second and managed engineering teams of 5–10; I now build public platform and AI engineering projects, including a bare-metal Kubernetes homelab.

