Full Stack Developer / Data / Machine Learning
I'm a software engineering student who enjoys the hard problems. I build web apps, machine learning models that help people make better calls, and automations that give teams hours of their week back. Away from the keyboard, I like to wander outdoors, though I'm never lost. And I don't get to pick every challenge, but I do decide what to do with the time I'm given.
A custom ERP for a company that maintains retail fixtures across Mexico. It handles reports, approvals, region-based crew assignment and automated emails at every stage.
Reports done in under 5 minutes and 1 to 2 hours saved a day, for 60+ staff and 20+ clients.
Read the case studyA model that decides which patients should get a confirmatory test first, without glucose or HbA1c. Validated by household on 2,549 adults.
Catches 82.5% of high-risk cases in patients it has never seen.
A Python pipeline that pulls surveys from the Qualtrics API, cleans them and feeds Power BI dashboards. No manual work, no new licenses.
10+ hours saved every week and a 30% productivity boost.
A website for a brand of braille board games (the Mexican lotería and a memory game), designed with accessibility in mind for blind and low-vision players.
An engineering degree backed by verifiable credentials at every step.
2023 - 2027 / Expected graduation: June 2027
Tecmilenio builds its curriculum around certificates: each block of courses earns a verifiable badge once it's completed. That way, everything I study is backed up course by course.
Universidad Tecmilenio / 2026 / With distinction
View certificate
Maintained and extended a live consulting and accounting ERP used by companies in northern, central and southern Mexico. Shipped new features as one of two developers on the team, working in Visual Basic and SQL Server.
Designed and built a custom web ERP that streamlined field operations, improved communication across the team and made the company more accountable to its clients. Owned the project end to end: business analysis, requirements, full stack development and server administration on Google Cloud.
View projectDesigned and built a Python ETL pipeline that pulls institutional surveys from the Qualtrics API, cleans them and gets them ready for Power BI, with no manual steps and no licensing costs. Built and redesigned automated dashboards to track results, saving the team over 10 hours a week and raising its productivity by 30%.
View projectHelped expand the C4i, the municipal police's central command and monitoring center: installed video walls, control hosts and UPS-backed servers. Supported the network rollout and set up cybersecurity protocols with Shell automation scripts.
A fully English-speaking role on the Choice Hotels reservations line, handling calls, negotiation and follow-up with customers in the United States and Canada. Booked rooms and sold vacation packages by working out what each customer really needed, while meeting sales targets. Recognized as a standout executive during my time there.
The tools I use on real projects.
Python, JavaScript, C++, Kotlin, Visual Basic, HTML and CSS
Django, Node, Tailwind CSS
PostgreSQL, MySQL, SQL Server, MongoDB
Google Cloud, AWS, Docker, Firebase, Vercel, Git
Power BI, ETL, scikit-learn, Keras, Qiskit
Three ideas behind every project.
Software is only useful if it solves the real problem, so I start with analysis and requirements.
In practice: freelance ERPIf a task comes back every week, it deserves to become an automated process.
In practice: ETL and Power BIAccuracy isn't enough. A model also has to be fair and make sense to the people who rely on it.
In practice: machine learning projectsWhat I do when I'm not coding.
