VISION
A recommendation engine that reads feeling. Built on frontier video-understanding models, VISION classifies short-form video by emotional quality rather than engagement signals, so discovery follows vibe, not volume.
Brands that stand apart, not out.
I weave the lines between realities most people never notice are there.
Luxury and engineering. Taste and the market. The aesthetic and the intelligence beneath it. I have lived in each of these worlds, and the work happens where they meet, in the connections only someone who has moved between them can see.
A studio for what should exist, made whole. Nothing half-made.
A recommendation engine that reads feeling. Built on frontier video-understanding models, VISION classifies short-form video by emotional quality rather than engagement signals, so discovery follows vibe, not volume.
A luxury seafood house built from open water. Name, story, identity, and digital presence for wild-caught cobia from Puerto Rico’s west coast, a brand made whole before its first sale.
Zero to market in twenty-four hours. A complete commercial launch, brand, page, booking flow, and ad strategy, for a west-coast service business. The method, at full speed.
One curiosity, carried across worlds that rarely meet.
I sat in the rooms with the houses and built the digital experience that had to feel as expensive as the clothes.
I built the platform inside Sotheby’s International Realty, where agents move mansions and islands between one another.
I designed physical products of my own, manufactured them overseas, and brought them to market, the whole value chain by hand.
And the systems global companies run on, built quietly behind the names everyone knows.
And now I teach machines to understand video the way a person feels it, at the edge of what artificial intelligence can do.
Different worlds. The same pair of hands.
How a thing feels before a word is spoken. The eye shaped inside the world’s luxury houses, now turned toward whatever you are building.
Things that ship and things that sell. Products brought to market, brands built from a name, platforms architected end to end. What you hold, and what runs on screens.
Eighteen years building software, now at the frontier of AI and video understanding. So the thing is not only made, but smart enough to find its people.
I work across all three at once. That is where a thing becomes whole instead of assembled.
Fixed scope. Fixed price. A close reading of your brand, product, and market, ending in a plan you can build on, with or without us. Not just an audit: how I would enter and own your market if it were mine.
From there, a small number each year become full studio builds.
Bring me what you are making. I look for the angle no one else is standing at, and build from there until the thing is whole.
We don’t take briefs. We take introductions. Three lines is enough: