AI automation that actually runs
in production

Most AI automation breaks the moment real data hits it. I build the kind that doesn't — with tests, monitoring, and documentation from day one. You stay in control at every step.

Delivery
Production-grade
Quality
Test-driven
Communication
Async-first

What I Build

Systems that connect the moving parts of your operation — not demos that fall apart on day two.

Workflow Automation

Meeting recordings become structured tasks in 60 seconds. Chat messages become workflow triggers. Manual handoffs become automatic.

Development Automation

AI writes the code, but tests and spec checks catch problems before humans ever review it. Spec deviations found during implementation, not two days later.

Production-Grade AI Systems

Systems that work at 2 AM on a Saturday, not just during the demo. Monitoring, error handling, and documentation from day one.

How I Work

Human-in-the-Loop

AI handles execution; you approve at every critical gate. No black-box automation.

Test-Driven

Every system ships with tests and spec checks. If something breaks, we find out before your users do.

Async-First Communication

Detailed written updates, screen recordings, proactive reporting. No mandatory calls.

Iterative Delivery

Working software at every milestone. Not a big reveal after weeks of silence.

Let's Work Together

Available for automation design and implementation.
I prefer async text — Upwork Messages, Slack, or Loom.

Claude Code Workflow Automation n8n Zapier TypeScript Python TDD API Integration