Infrastructure ownership
I own production infrastructure on Nebius and dev/staging on AWS, including databases, networking, and GPU-backed AI workloads. Infrastructure provisioning and changes are managed with Terraform and Terragrunt.
The cost reduction above covers dev/staging AWS spend, not total company infrastructure spend.
Defined workflows for shipping changes
I built isolated development, staging, preview, and production environments so product engineers can ship through defined deployment workflows.
Container build-and-deploy pipelines include health checks and rollback paths. GitHub Actions builds and publishes the images, and Dokploy handles deployment.
Operating AI workloads
I operate GPU-backed video search and summarization workloads, testing model configurations and GPU sizing against requirements. NVIDIA NIM/VSS provides the model-serving workloads I operate.
Release safety and recovery
I improved release safety and recovery through database restore validation, vulnerability scanning, and operational runbooks. Production access improvements include SSM and Tailscale.
Technical SOC 2 Type II preparation
I lead technical SOC 2 Type II preparation and evidence automation across AWS, Nebius, GitHub, and Drata. This is technical preparation and evidence collection, not completed certification.
Read my technical SOC 2 readiness article or view my experience and resumes.