Not just prompts. Not just interfaces. The operating systems of meaning.

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The head of my childhood cradle has a bullet hole clear through it.

I was born in Managua during the Sandinista revolution, where voices could topple governments and songs carried bomb-making instructions to farmers who couldn't read.

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I learned early: voices are weapons, shields, and legacies. They build revolutions—or strip them from you. Years later, I was working in Silicon Valley, teaching machines how to speak. I recognized the same forces at play.

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Voice technology isn't just circuitry. It's another stage, another operating system, another way power moves through the world. Every prompt is a law. Every dataset is a precedent. Every interface is a performance.

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And I design the underlying systems.​

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Currently

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Lead AI Conversation Designer for Creative Audio AI at Meta, architecting model behavior and agentic systems for:

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• Ray-Ban Meta Glasses

• Oakley Performance eyewear

• Quest VR Assistant

• Horizon generative AI experiences

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I've built conversational AI systems across the full evolution:

 

Directed Dialogue to

• NLU to

• LLMs to

• Agentic AI—

 

for Meta, eBay, United Healthcare/Optum, Google Voice Assistant, and Fortune 500 enterprises. Bilingual in English and Spanish. Fluent in the language of both humans and machines.

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The Work

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Most people think AI is about making machines smarter. I know it's about making meaning.

Stories are operating systems...