Services
Cloud & Data Consulting
Infrastructure and pipelines that keep production honest.
Is this you?
Your data lives in five places, nobody trusts the numbers, and the cloud bill is a monthly surprise. You need someone who has run production infrastructure for years — not a slide-deck consultant.
What I deliver
Cloud infrastructure
- GCP: Cloud Run, GKE, Pub/Sub, KMS, BigQuery — 97 Terraform configurations in production today
- Environments that are reproducible and auditable, not clicked into existence — which means the person after you can rebuild it from the repo, not from memory
- VPC networking, IAM, and secret management done properly
Data pipelines
- ETL into BigQuery on Cloud Run cron jobs — ~975,000 rows per cycle
- SQL view optimization for sub-second dashboards
- Validation at each step, so the numbers can be trusted
Testing & observability
- Vitest and PHPUnit (~85% coverage on a production billing/fulfillment core), Playwright e2e
- Sentry and structured logging that catch regressions before customers do
Architecture reviews
- A written assessment of your stack: what's fragile, what's expensive, what to fix first
- Runbooks and documentation, not just diagrams
Proof
97
Terraform-managed resources in production
~975K
rows per ETL cycle, on schedule
~85%
test coverage on a production billing/fulfillment core
Selected work
AI & Data · Logistics / 3PL
Calibrate BI Dashboard
2.26M transactions and $7.79M revenue modeled over 18 SQL views. Big queries return in under 200ms.
AI & Data
Production MCP Server Suite
AI-agent tooling bridging LLMs with complex external APIs and enterprise data.
AI & Data
AI Outreach Automation Engine
High-throughput automation pipelines for background processing and AI-synthesized scraping.
How I run it
Inventory
The current state mapped — systems, costs, dependencies.
Target
The target architecture written down, with costs.
Migrate
Incremental moves behind flags — no big-bang cutover.
Hand over
Runbooks your team can actually run.
FAQ
Which clouds do you work with?
GCP is my production home — I manage it with Terraform, so environments are reproducible and auditable. I also deploy to Vercel and Docker-based hosts.
Do you offer ongoing infrastructure management?
Yes — retainer-based monitoring, IaC maintenance, and change management.
Can you fix data nobody trusts?
That's the usual starting point: I profile the data, rebuild the pipeline with validation at each step, and publish definitions everyone signs off on.
Tired of a surprise cloud bill?
Written assessment first, incremental migration second. I reply within one business day.