Founder, Visao — building and shipping AI-native products end-to-end (React, Supabase, Vercel + LLM workflows) for business use cases.
Sr Technical Program Manager (Amazon) — led complex engineering programs and mechanisms across cross-functional orgs.
Built AI tools that operationalize process — incident drill simulator, post-incident summarizer, and COE-to-eLearning automation used to improve team readiness and speed.
Designed production-safe AI patterns — structured outputs, retries/timeouts, logging/observability, cost controls, and human-in-the-loop review.
20+ years building customer-facing software — from CRM/RevOps systems to modern web apps and integrations.
Teacher + creator — publish technical content and demos focused on practical AI engineering patterns (shipping > prompts).

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