Founder of id8Labs. I spent twenty years finding the real story inside the chaos for TLC, Netflix and A&E. Now I build the websites, databases and platforms a business runs on, and the AI systems that run underneath them.
I spent two decades as a story producer and cinematographer in unscripted television, working my way from the camera department to producing shows that reached millions: The First 48, Orange County Choppers, Teen Mom. The last eight of those years I produced 90 Day Fiancé and its spinoffs for TLC, and shot High on the Hog for Netflix.
The thing about reality TV that nobody outside the industry understands: it is not fake, and it is not real. It is compressed. You take a hundred hours of someone's life and find the forty-two minutes that tell the truth about it.
The job, every single week: walk into someone else's chaos, find the real story inside it, and deliver it on a hard deadline that does not move. After enough years you stop seeing individuals and start seeing patterns. The same fight, with different accents. The same silence, in different living rooms.
That discipline transfers. It is the same skill as walking into a business, seeing how the work actually flows, and building the system that carries it.
I grew up in the Florida Everglades, the kind of place where you learn to read systems by necessity. I wrestled alligators as a kid. I studied mycology and watched how mycelium networks solve routing problems that mirror Tokyo's subway system. I played drums and guitar, internalizing rhythm as a framework for understanding timing in any domain. The domains were different. The patterns were the same. That insight never left.
Born to a Puerto Rican father and a Venezuelan mother, raised between two languages, I learned early that the same idea wears different clothes depending on who is listening. Twenty years of television sharpened that into a craft. Systems thinking made it transferable: swamp ecosystems, fungal networks, production pipelines, businesses. The structures repeat. The scales change.
When the television industry contracted, I rebuilt my career on AI-era engineering. I build the things a business can see and touch: websites, databases, complete production platforms. The track record below is the proof. I architect the system and direct AI through the build, with me as the human checkpoint on every decision that matters. Twenty years of running productions taught me how to direct a crew. The crew changed.
I founded id8Labs in Miami on that method. The website and the database are the surface. Underneath them runs the deeper layer: primitive chains, small reliable AI-powered systems with human checkpoints that absorb the repetitive work sitting in front of the real work, so the business reaches a scale it could not reach before.
"The point is not to add another tool. The point is to eat the drudgery a company goes through before the work, so it reaches a scale and a potential it could not have reached without that restructuring."
The id8Labs thesisBefore anything gets built, I learn how the work actually flows: who touches what, where the hours go, what holds the place together. The same discipline as walking onto a set.
The build is designed as primitive chains: small, reliable, domain-specific systems with human checkpoints exactly where judgment matters. Nothing irreversible runs without a person at the gate.
I architect the system and direct AI through the construction, reviewing and verifying every layer. It is why the track record below shipped at a speed that looks unreasonable on paper.
Delivery means live on your infrastructure, with the people who run it trained on it. Not a deck about a system. The system, running.
Born to a Puerto Rican father and a Venezuelan mother, raised in South Florida, based in Miami. I build and present in English and Spanish.
My lane is the development and AI systems layer: architecture, backend, data and infrastructure. The part you don't see, built so everything you do see holds up.
I pour foundations that carry what comes next. The first phase of any build is designed so the second, third and fourth stand on it without rework.