Understand first, then act
Before jumping into solutions, I make sure I truly understand the problem. Once you see a problem clearly, the right way to attack it reveals itself.
Hi, my name is
I build software and I know exactly where it can break. Passionate about using technology — and AI — to solve real problems for real people.
I'm a Software Quality Assurance Tester at SMX Services & Consulting, working on banking applications for Popular Bank — but I'm a builder at heart. I started my career as a developer, and writing code is still the part of the job where I lose track of time. That mix is my strength: I believe a QA who understands how the software is built doesn't just find bugs — they understand why bugs happen and can propose real solutions.
I've always been the curious type who takes things apart to fix them and figure out how they work; that's what pulled me into software in the first place. Most of what I know I taught myself by exploring and building, and that hasn't stopped — right now I'm going deep into AI, with one goal: creating things that genuinely make people's lives easier. I've also been exploring cybersecurity — application security and defense — which feels like a natural extension of the QA mindset: think like an attacker, so you can protect people.
Away from the keyboard I study financial markets — trading, long-term investing, blockchain and crypto. What fascinates me about markets is the same thing that draws me to AI: how these systems move and the impact they have on society. Long term, I want to build something of my own — a product that solves a real problem. I hold a Bachelor's in Computational Science from Antillean Adventist University and I'm based in Las Marías, Puerto Rico.
Before jumping into solutions, I make sure I truly understand the problem. Once you see a problem clearly, the right way to attack it reveals itself.
What fascinates me about AI and financial markets is the same thing: how these systems move and shape society. Software is truly good when its impact on people is positive — not just when it works, and not just when it makes money.
Every industry, every job. I'd rather be the one learning it and building with it than the one catching up. I use AI every day — as a tutor, and as a partner for creating things I couldn't build alone.
I'm self-taught by nature. My way of learning is picking a real project, investigating, applying, and figuring things out on the way — not waiting until I feel 'ready'.
If you never make mistakes, you're not trying anything new. In code and in life: analyze what happened, learn from it, keep building.
In a team I'm the one asking the questions nobody else asks — and the one helping a teammate get unstuck. Both come from the same place: caring about understanding, not just finishing.
QA tester assigned to Popular Bank, testing banking applications in an Agile team (hybrid, Puerto Rico).
Full-time remote developer building and maintaining web applications across the stack.
Part-time technical services role supporting campus technology while completing my degree.
Coursework and projects spanning programming (Python, Java), web solutions, databases, and computer science fundamentals.
ChatGPT-style AI assistant built for a real Puerto Rico business (mini market + cafeteria + hardware store). It answers questions from the live business database, automatically routing between Text-to-SQL for exact data (prices, sales, inventory) and semantic search with pgvector embeddings for intent-based questions.
AI-powered QA toolkit: describe a feature and get structured test cases (positive, negative, edge cases), or turn a casual bug description into a professional bug report. Built with Next.js and the Claude API.
The evolution of my ORB trading bot into a full trading platform: a strategy engine built around the Opening Range Breakout strategy, live futures broker integration, backtesting, a stats dashboard, and 80+ automated tests with demo-account validation before any real trade. Where my two passions meet — software and financial markets. (Private project — code not public.)
A car marketplace for Puerto Rico built around trust and safety — identity verification and reputation for sellers and buyers, so people can trade cars without fear of scams. Mobile-first and bilingual, with a full implementation plan, database design, and QA process behind it.
Website built for a custom fishing lures business — brand, product showcase, and about pages. A real site for a real client, deployed on Vercel.
This site — a personal portfolio built with Next.js and deployed on Vercel, with all content driven from a single data file.
Whether it's a QA or development role, a project idea, or a problem where technology and AI could genuinely help people — I'd love to hear about it. My inbox is always open.
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