I diagnose, fix, and stabilize AWS data and AI pipelines for teams dealing with breakages, inconsistencies, or systems that are hard to maintain.

What I deliver:

Root cause analysis of broken or unreliable pipelines

Fixes with clean documentation you can hand off internally

Event-driven architecture using Lambda, EventBridge, and DynamoDB

Bedrock and LLM integration for AI-powered workflows

Stable, production-ready output — not a prototype

I work best with teams that have something built but need someone to own it, fix it, and leave it in a state that runs without hand-holding.

Engagements typically start with a diagnosis sprint and move to ongoing retainer support.