Cloud FinOps Audit
Pitch: Secure, read-only analysis using an isolated BigQuery + Vertex AI pipeline.
Deliverable: ROI Report mapping 20-40% immediate savings. Zero production risks.
I help Series A/B SaaS companies eliminate cloud waste, eradicate ClickOps debt, and build air-gapped LLM clusters. Zero marketing fluff. Pure engineering rigor.
You're scaling fast. But your AWS/GCP bill is growing 40% faster than your revenue.
Your infrastructure is a brittle web of manual ClickOps technical debt.
You need to deploy AI, but cannot risk sending proprietary customer data to public OpenAI endpoints.
Productized Engineering
Pitch: Secure, read-only analysis using an isolated BigQuery + Vertex AI pipeline.
Deliverable: ROI Report mapping 20-40% immediate savings. Zero production risks.
Pitch: Migrating ClickOps tech debt into clean, DRY Terraform/Terragrunt baselines.
Deliverable: Automated budgets, tagging enforcement, Day-1 prevention frameworks.
Pitch: Engineering private, air-gapped LLM clusters (vLLM, Proxmox, K3s).
Deliverable: SOC2/NDA compliant AI infrastructure with automated PII masking.
How I work with engineering teams.
> I do not do hourly billing. I deliver fixed-price, outcome-based engineering.
> I require NDA/SOC2 compliance boundaries from day one. Your data never leaves your VPC.
> Communication is asynchronous and heavily documented. No unnecessary meetings.