Services

How I can help

Hands-on data engineering and production AI for B2B SaaS and product companies — from a focused fix to building a data platform end to end.

Data Platform Audit

A fixed-price teardown of your data stack: 12–20 hours of senior work over one week — a ranked fix-list, a cost model comparing your spend to a lean rebuild, and a small proof-of-concept on your own stack. $3,000, and if day one shows no credible opportunity, you pay nothing.

I only recommend the audit after seeing your cost export — and if day one of the audit shows no credible opportunity, you pay nothing.

Data Platform Build

I build the whole path — from your source systems into a warehouse (DuckDB, ClickHouse or Postgres) and out to dashboards your team can trust. $15–40k depending on scope, delivered in weeks — against the $150–200k senior hire you'd otherwise make.

AI Automation Build

I build AI automation that runs in production, not in a demo: approval-gated agents, document-to-table pipelines, and natural-language-to-SQL with guardrails. $10–25k per bounded process, plus a monthly retainer to run and improve it.