Camera Vision Traffic Analysis
2025Real-time vehicle detection and counting with YOLOv11 for a research initiative at Tec de Monterrey.
Data Engineer | Turning coffee ☕ and code 💻 into scalable systems for data-driven impact.
I'm a data engineer based in Monterrey, México. I like building pipelines and systems that keep data trustworthy enough to actually make decisions on. Day to day I work mostly with Python, SQL, and AWS.
I studied Data Science and Applied Mathematics at Tecnológico de Monterrey, which is a long way of saying I spent four years on statistics, ML, optimization, and enough math to be dangerous with. The mix shapes how I approach messy data: I'd rather model the problem properly than patch around it.
Right now I'm at Enviaflores.com, where I build and maintain the data systems the rest of the company runs on. It's a fast shop, which has taught me to prioritize reliability over cleverness. A pipeline that doesn't fail at 2 a.m. beats one that's elegant but fragile.
Off the clock I read a lot (recent reviews are on the Books page) and I'm slowly getting deeper into coffee. Both are good excuses to slow down. If you want to talk about either, or about a data problem you're stuck on, the Contact page is right there.
Things I've built, automated, or optimized.
Real-time vehicle detection and counting with YOLOv11 for a research initiative at Tec de Monterrey.
Data-protection audit and mitigation plan for a Monterrey NGO supporting migrants.
MATLAB/Simulink model of a vibratory system with an active control scheme to damp oscillations.
Selenium bot that automated social media collection for a comms agency, freeing ~6 hours/week.
VRP solver for last-mile delivery that cut total route distance by ~22%.
Autonomous exploration system for a simulated Mars rover with path planning and target prioritization.
What I've been reading and what I thought.
Meditations is one of those books I keep coming back to. Marcus Aurelius' stoic wisdom really helps ...
Man’s Search for Meaning is a book that completely changed how I see life’s struggles. Frankl’s take...
In the Dream House is a hauntingly beautiful memoir that stayed with me for weeks after I finished i...
Meditations
Man's Search for Meaning
In the Dream House
When Things Fall ApartBeyond the code.
Welcome to the fun corner — data cleaning not included!
Test your knowledge about me and my data science journey! Can you get a perfect score?
Machine learning algorithms can now write convincing poetry better than most humans.
Because sometimes you just need to laugh at the data science struggle.
Let's connect.