Projects

GCP Spotlight

Unified FinOps platform that analyzes cloud resource efficiency across an entire GCP organization — covering Kubernetes clusters, virtual machines, cloud storage, and AI workloads in a single pane of glass. Four service modules: GKE (59 clusters, adaptive right-sizing with 25–45% headroom by workload variability), GCE (2,222 VMs, idle detection, CUD coverage analysis), GCS (2,989 buckets, lifecycle optimization, egress monitoring), and AI/Vertex AI (model spend, anomaly detection, chargeback by project).

Full-stack build — Python FastAPI backend (123 API endpoints), React/TypeScript/Tailwind frontend (12 pages, 61 components), three isolated SQLite databases with WAL mode, and a hybrid cost model that layers BigQuery billing data, derived per-unit rates, and on-demand fallback pricing. Deployed to GKE via ArgoCD with Workload Identity and Terraform IAM across ~600 monitored projects.

FinOps Reporting & Budget Platform

Replaced manual spreadsheet reporting with an automated cloud spend platform covering $48M+ in annual spend across AWS, Azure, and GCP. Pulls actuals directly from the Ternary API and normalizes data across 100+ subscriptions via configurable alias maps — no manual exports. Eight analysis tabs: MoM/YoY movers, anomaly detection, rolling forecasts, budget variance, year-end projection, and COGS analysis.

Solution Scorecard grades every subscription A+–D− across five weighted dimensions, with over-budget penalized at 2× to reflect real financial risk. The entire system thinks natively in fiscal years (July–June) — date pickers, scorecards, forecasts, and budget entry all roll over automatically on July 1. Dual PostgreSQL databases keep vendor spend isolated from core financials.

Daily Spend Tracking Dashboard

Real-time cloud spend monitoring tool (v1.0) that queries the Ternary API to give leadership instant visibility into daily costs across AWS, Azure, and GCP. Covers 97 subscriptions with COGS/Non-COGS classification, multi-day forecasting (28, 30, 31-day projections), and filterable drill-downs by provider, subscription, and environment.

Deployed to GKE via a fully automated pipeline — git push to live traffic in under 7 minutes using Docker multi-stage builds, Snyk security scanning, Google Container Registry, and ArgoCD GitOps. Secrets managed through Google Secret Manager with Workload Identity.

Budget G.P.A.

Personal finance mobile app that grades your financial health like a report card — letter grades (A+ through D-) and numeric scores (0-100) across five weighted categories, adapted from the corporate budget scorecard methodology I built professionally.

Five-category scoring: Budget Adherence (45%), Financial Safety (20%), Spending Stability (15%), Needs vs. Wants (10%), and Forecast Accuracy (10%). Features automated bank sync via Plaid, AI-powered transaction classification using Claude API, subscription auto-detection, and 10 color themes. Targeting iOS and Android.

ReFind

34 screens, full backend with Edge Functions, moderation system, offer negotiation, shipping integration, and a complete design system. All features complete — preparing for App Store and Google Play submission.