About Me

From High-Voltage Circuits to Neural Networks

My journey in technology began in the industrial sector, where I spent 6 years designing high-voltage transformers and power distribution systems. Those years taught me the value of precision, safety margins, and building systems that must work reliably under pressure.

The transition to software development felt natural, the same principles apply: architecture matters, redundancy is crucial, and understanding failure modes is essential. Today, I apply those lessons to building AI systems that are not just intelligent, but also robust and reliable.

6+

Years Engineering

4+

Years in AI

10+

Projects Built

Nico
AI Developer

The Narrative Journey

The Path of Evolution

From designing transformers in industrial plants to building neural networks that learn. Every circuit taught me precision. Every algorithm taught me adaptability.

2014 - 2020

Electrical Engineering

Industrial Sector

Designed high-voltage transformers and power distribution systems. Learned the importance of precision, safety margins, and robust design in critical infrastructure.

TransformersPower SystemsAutoCADR+D
  • Led design of 50+ transformer projects
  • Reduced manufacturing costs by 15%
  • Implemented CAD automation workflows

2020 - 2022

Backend Development

Software Engineering

Transitioned to software, building scalable APIs and microservices. Discovered the parallels between circuit design and system architecture.

PythonNode.jsPostgreSQLDocker
  • Built RESTful APIs
  • Migrated legacy systems to microservices
  • Developed and integrated new technologies

2022 - Present

AI Development

Machine Learning & LLMs

Specializing in artificial intelligence, from classical ML to modern LLMs. Building systems that understand, generate, and reason.

Scikit-learnLLMsRAGFine-tuningData Science
  • Developed RAG systems for enterprise clients
  • Built custom LLM-powered applications
  • Developed PoCs for rapid project viability validation

Personal Side

Beyond the Code

Technology is a big part of my life, but it's not everything. Here's what keeps me balanced, inspired, and human.

Music

Rock, Punk, and Pop Rock are my fuel. There's something about the raw energy and emotion in these genres that keeps me going during long coding sessions. Green Day, Foo Fighters, and Blink 182 are always on rotation.

Green DayFoo FightersBlink 182The Offspring

Nature & Hiking

Mountains and hiking trails are where I find clarity. Nothing resets the mind quite like a challenging hike with stunning views. The combination of physical effort and natural beauty helps me think through complex problems.

Mountain trailsNational parksLandscape photographyCamping

Literature

Dystopian and sci-fi novels fuel my imagination. From Orwell to Philip K. Dick, these stories about possible futures help me think about the ethical implications of technology and AI.

1984Brave New WorldDo Androids Dream...Neuromancer

"The best engineers I know are not just technically skilled - they're curious about the world, passionate about something beyond their work, and constantly learning from unexpected places."

Nico Betancourt

Let's chat!

Hey! I'm an AI assistant that knows about Nico's background, projects, and interests. Feel free to ask me anything!

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