About Me
I'm an AI Product Engineer who loves building systems that make people smarter. After 10 years in software, including five as CTO, I've launched 50+ products from 0→1. I now design AI‑powered learning infrastructure at 2 Hour Learning, blending technical depth with product speed.
When I'm not building, I'm surfing, cycling, or splitboarding in the Andes.
What People Say
Patricio Orrego
Partner & CCO @ Tubesoft
Worked together
“Tomás is a very kind professional who takes his responsibilities very seriously. He is a very fast learner which helps him understand problems and develop solutions very efficiently. He is a person with strong values that you can trust.”
Carlos Córdova
Director @ Preuniversitario Carez y Córdova
Client
“Tomás excels both technically and strategically. This was vital in creating our intelligent platform that generates personalized learning materials. I recommend him without hesitation for his solid principles, technical strength, and tremendous results orientation.”
Ariel Lobos
Full Stack Dev @ Tubesoft
Reported to Tomás
“I worked with Tomás for several years and can attest to his professionalism and technical skill. As Tech Lead he always solved problems with excellent disposition, and as CTO he focused on quality and maintainability. He's a great leader, teammate, and mentor who understands work-life balance.”
Experience & Projects
Download CVDesigning generative AI pipelines that transform educational data into adaptive lessons and question banks.
Highlights
- •Built Common Core Crawl — full AI ingestion → QTI 3.0 system with ~100% accuracy on supported question types.
- •Designed knowledge‑graph learning engine (Math Academy Way) for mastery-based learning and spaced repetition.
- •Sole technical owner of AI-assisted system that transforms standardized test data.
- •Documented prompt engineering strategies after extensive experimentation.
- •Delivered end-to-end systems: architecture, coding, deployment, and iteration at startup pace.
Tech: Next.js, Node.js, AWS, Terraform, MongoDB, PostgreSQL, GraphQL, OpenAI APIs, Anthropic APIs + more
Technologies & Tools
Industries I've Worked With
Over 10 years building products across diverse sectors, from education to finance.
EdTech
AI-powered learning platforms and adaptive education systems
Retail
E-commerce platforms and inventory management systems
FinTech
Trading platforms, crypto arbitrage systems, and financial analytics tools
Real Estate
Property data aggregation and market analytics
Government
Public sector digital transformation projects
Featured Projects
A selection of projects that showcase my technical depth and problem-solving approach across FinTech, EdTech, and distributed systems.
Crypto Arbitrage Bot
2020
Automated crypto trading bot exploiting price spreads between Binance and Buda exchanges using Golang for microsecond-level performance.
Ztudia
2024
AI-powered adaptive learning platform generating personalized exercises using GPT models with validation pipelines.
TradesILike (TIL)
2024
Real-time financial simulation platform with live data for 2000+ assets, featuring portfolio tracking and competitive leaderboards.
Blog
I write about building AI products, education systems, and human performance.
What Drives Me
I'm obsessed with systems that improve how people learn and perform. Whether in classrooms or on a bike trail, I love pushing boundaries and designing feedback loops that make growth inevitable.
Impact > activity.
I measure success by outcomes, not output. Building the right thing matters more than building many things.
Culture isn't perks — it's clarity, trust, and pace.
Great teams move fast because they communicate clearly and trust each other deeply.
Systems thinking beats heroic effort.
Sustainable progress comes from designing better processes, not working longer hours.
Work-life balance + sports = ultimate productivity hack.
Physical fitness isn't separate from professional performance—it's the foundation. Sports clear your mind, boost energy, and make you happier and more productive.