I build complete products end to end — backend, frontend, and the AI that runs inside them. Founder of Munveo, private AI search that never leaves the building.
Software engineer. Backend, frontend, and the layer that ties them together, from a raw idea to something people actually use.
I've shipped tools people actually use — a document search app at a construction company and a drawing-analysis system at an engineering firm. Now I'm building my own.
The part I care about most is evaluation — measuring what a model actually does instead of what it appears to do. Every real improvement I've made started with a metric that showed me I was wrong.
Tusculum University · Greeneville, TN
Academic & Athletic Scholarship Recipient
Data Structures & Algorithms · Machine Learning · Operating Systems · Software Engineering · Databases · Cybersecurity
Where I've owned real responsibility — the product, the systems behind it, and the infrastructure underneath.
Private AI document search for firms that can't send confidential files to the cloud. Ask in plain language, get answers with page-level citations, and it's designed so nothing leaves the building. I build it solo, from the search engine to the interface.
munveo.com ↗
CUBICA reads a project's construction drawings and produces the quantity takeoff — work engineers used to do by hand. Every number comes from a deterministic engine, and engineers review the results before they're used.
View certificate ↗
I built a private document search app that let staff find anything in a decade of job-site records, and it became the prototype for Munveo. I also automated the back-office workflows and set up the network and storage the whole company runs on.
What started as a summer internship turned into a role I kept. I look after the club's customer databases and the network it shares with a partner tennis shop, automate the outreach that runs on top of them, and keep the club's web presence current.
Things I built on my own — a tool my team runs on, a research study, and a team-built platform.
The project tracker I built to run Munveo's development. Workflows are galaxies, tasks are planets, and the Claude Code agents writing the code show up live on the task they're on. I designed and directed it; agents wrote the code from specs I reviewed.
tasky.live — demo project ↗
I benchmarked ChatGPT, Claude, DeepSeek and Gemini on standardized tasks for latency, accuracy and suitability. The finding: no single model led overall — each one won on different task types. Presented at the university's academic symposium.
A PHP/MySQL platform, built with a 10–15 person team, where researchers publish water-quality findings across 8 lake zones to residents — with threshold alerts, dashboards, and viewer, editor and admin roles.
I grew up in Bogotá, played NCAA Division II tennis in Tennessee, and now build in the Bay Area. Computers have had me since I was a kid, and video games never quite let go — but if there's daylight and something to play outside, that's where I'll be. Fan of every sport going, though tennis is the one I owe the most to. I still coach tennis.
Tennis has been there my whole life — training that still keeps me focused and sharp.
Hiking + anything that gets me up and moving.
Distance running. I love the feeling of a challenge, and the drive to somewhere new.
It changed my life. Endless supply of dopamine, nothing beats a good drop.
I'm looking for software engineering roles. If you're building something that has to hold up in real use, write to me.