Career History
Experience
Over 15 years across cloud technology, finance, and operations, each chapter building on the last.
Career History
Over 15 years across cloud technology, finance, and operations, each chapter building on the last.
Work History
Unified FinOps platform monitoring ~600 GCP projects across four service modules: GKE (59 clusters), Compute Engine (2,222 VMs), Cloud Storage (2,989 buckets), and AI/Vertex AI. Generates 4,000+ right-sizing recommendations with adaptive headroom based on workload variability classification. Python/FastAPI backend, React/TypeScript/Tailwind frontend, three isolated SQLite databases, Terraform IAM at scale, ArgoCD deployment with Workload Identity (zero service account keys).
Replaced manual spreadsheet reporting with an automated platform pulling live actuals from the Ternary API across 100+ subscriptions, 3 cloud providers, and 16+ solutions. Solution scorecard (A+–D−) graded across five weighted dimensions with asymmetric over-budget penalty, 8-tab insights engine, linear regression forecasting, and fiscal year-native design. React 19, Node.js, dual PostgreSQL, Docker. 129 unit tests.
Credentials
Earned across cloud platforms, networking, and IT infrastructure.
Academic Background