Continually exploring new ways of expressing ideas through design and code.

I’m a builder, an artist, and a thinkerer working at the intersection of software, operations, and intelligence. I’ve led engineering teams, shipped product across logistics, sales, healthcare, and education, and spent the last few years building tools that help small teams act with the clarity of much larger ones.

Before turning 30, I scaled a COVID-19 testing platform from 1,000 to 100,000+ tests per month for a Spanish laboratory across Mexico and the Dominican Republic, ran a 60-person distributed sales team for a US client from two operators in Monterrey, and led growth experiments that returned 1,876% on ad spend. The pattern under all of it: the same operational shape, in different industries.

Now I split my time between building product, publishing research, writing, and making cinematic short films, purposely trying to answer: how does intelligence become usable, and how do you prove it? The research half is public: pre-registered experiments on production agent systems, with the first paper published as an open preprint.

Today I work as a senior AI engineer. I build artificial intelligence systems that run in production, the evaluation that decides what ships, and the tools and data underneath them. I live in San Pedro Garza García, in the Monterrey metropolitan area, and work with teams in Mexico and the United States.

Open to senior AI engineering roles and contract engagements, remote in the US and in Mexico. CV · Engineering guides and evidence · Contact

The personal side, from how to work with me to what the personality tests say, is on Personal.