Speaking
Sessions on production AI, agents, architecture, and certifications — drawn from real enterprise delivery, in English or Spanish. Invite me to your event, user group, or team.
The five gates every AI system clears before I call it done — Secure, Provable, Observable, Cost-bounded, Governed — with the trade-offs I run in real enterprise delivery.
From a demo loop to something you can actually run: cost caps, retries with idempotency, and a manual-promote gate. Built on Claude, n8n, and AWS.
The hands-on study strategy behind 12 AWS certifications and the AWS Golden Jacket — and how I turned it into a study product engineers actually use.
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