Computers since childhood. Programming as a hobby. AI orchestration as the path.
Self-taught and continuously learning, I orchestrate multiple AI agents — with structured methodology, persistent memory, and anti-hallucination systems — to build production software. Reficera is the proof.
Background
Self-taught programmer transitioning from operations to full-time AI orchestration engineering.
Approach
Plan, specify, design, architect, validate — then execute through AI orchestration with constant quality control.
Bilingual
Fully bilingual — English and Spanish. Works and communicates with confidence in both.
From childhood tinkering to production software
I've always loved computers. Growing up, I was the kid taking things apart to understand how they worked. Programming became a hobby I studied on my own — driven by curiosity and continuous effort. Over the years that hobby deepened into genuine fascination.
When AI emerged as a serious force in software development, something clicked: I wasn't meant to write code manually — I was meant to orchestrate AI to produce it. That's when I found my path. Since then, every day is dedicated study and deliberate practice. Reficera — a live personal finance app with real users — is the direct result.
The Foundation
Childhood curiosity about computers evolving into a self-taught programming hobby — studied continuously over the years.
The Click
AI emerged in the dev sector. AI orchestration engineering clicked as the path. Daily study begins in earnest, BigSchool certificate earned.
The Proof
Reficera goes live — a full personal finance app with real users, built entirely through AI orchestration while working in operations.
"I'm currently in operations, making the deliberate transition to full-time AI orchestration engineering. Reficera wasn't a side project — it was deliberate proof that this methodology delivers real production software. Every day is continuous study. The right opportunity is a conversation I welcome."
Core Engineering Lanes
AI Orchestration
Directing AI models, agents, and sub-agents with structured methodology, context management, and anti-hallucination systems.
Web Development
Stack evaluated and selected per project through a structured analysis process — no fixed toolbox, no personal defaults.
Quality Engineering
Security, code quality, and performance are non-negotiable priorities — enforced throughout every stage of the build.
Stack Evaluation
Every project starts with an honest evaluation of requirements — then the optimal stack is chosen, not assumed.
Collaboration Style
Remote-first
Comfortable working fully remote — built an entire production application using distributed AI orchestration tools without an office or a team.
Self-directed
Identifies problems, designs solutions, and executes independently. Delivers without requiring constant guidance or oversight.
Honest communication
Clear, direct communication about scope, capabilities, and progress. No overpromising, no vague updates.
Open to the right opportunity — let's have a real conversation.
Available for service contracts, engineering roles, and project collaborations. Works in English and Spanish.