About

A sentence can sound finished and still be wrong. That is the problem I work on. In clinic, in software, and in the systems that sit between them, the failure mode is the same: a fluent answer with no provenance, offered as if fluency were the same thing as knowledge.

I treat medicine and engineering as one method. Enter a domain where information is fragmented or easy to dress up. Make the source of a claim explicit. Keep uncertainty visible instead of smoothing it into confidence. Turn the structure into something a person can actually use. Then measure whether it still holds when it leaves the machine, or the notebook, that produced it.

Path

I moved to the United States in 2015 and completed a B.S. in Biology at the University of Colorado Denver in 2019. The years after that were product, data, and an early medical-AI venture. I began medical training in 2022. I am in clinical training now. The engineering is not a side project stacked on top of that. It is the other half of the same work.

What I will show in public is limited on purpose. Patient material, exam banks, unpublished clients, and the topology of private systems stay off this site. THI.AI and Sabz Ventures are earlier. XOT is live. 0x3.dev is the umbrella. The rest of the index is local until it is not.

How to read this

The list is not a résumé dump. local means built here and not hosted. building means in progress. historical means it no longer operates. Figures, when they appear at all, are method, not audited receipts.

If you want the operating discipline rather than the biography, read How I Build. If you want the current desk, read Now.

Public contact is through 0x3.dev. Private email and phone are not published here.