AI Observer
Forward Engineer

I build products
that grow

Not a list of technologies — a story of products shipped, problems solved, and systems that serve real people. From multi-tenant platforms to MMORPG worlds.

Explore the work
01 — Products

What I've built

Each product started as a problem worth solving. I designed the architecture, wrote the code, led the teams, and shipped to production.

Flagship Product

Oven

A multi-tenant, multi-vertical platform serving 5 industries from a single codebase. 56+ domain modules, 3 deployable apps, and an architecture that lets a dental clinic, a game studio, and an ed-tech startup share the same engine.

Dandia — AI CRM Gaming — TTRPG Education — Psychometrics AI — Agents & Workflows Chat — Omnichannel
56+
Modules
5
Editions
3
Apps
∞
Tenants
🎮

Gofus

Creator & Architect

A multiplayer MMORPG inspired by Dofus. Hybrid architecture with serverless API on Vercel, stateful game server on Railway, real-time WebSocket combat, AI-driven monsters, and a Unity client. 28 API endpoints, 45 database tables.

45
DB Tables
7
Phases
Live
Status
🏧

3D ATM Experience

Full Stack + 3D

A functional ATM built in 3D with React Three Fiber. Full transaction engine with deposits, withdrawals, balance checks, and card-type detection. Try the live demo below.

3D
Interface
R3F
Engine
Full
Stack
📚

National Assessment Platform

Tech Lead — 2 years

Led the digital transformation of US national assessments. Built from inception: a platform replacing manual paper processes with adaptive digital testing. Led a team of 3, managed the full product lifecycle.

2yr
Duration
3
Team size
Prod
Status
🎵

Artist Campaign Engine

Senior Engineer — Team Lead

High-concurrency advertising platform for the music industry. Managed campaigns that handled traffic peaks and delivered notifications to thousands of users at scale. Led a team of 4.

1K+
Users notified
4
Team size
🧠

Ultra Learning

Creator & Lead

An application to revolutionize the academic domain. Built the business model, planned the architecture, led development. Microservices with NATS, GraphQL API, Redis caching, AWS deployment.

Own
Product
2yr
Duration
🤖

ML Consulting Platform

Senior Full Stack / ML Engineer

End-to-end ML-powered applications. LLM and intelligent agent integration with LangChain, LangGraph, LangSmith, RAG pipelines. Bridging data science prototypes into production-grade systems.

AI
Focus
Prod
Grade
Interactive Demo

Try the ATM

Originally a Node.js backend + React Three Fiber frontend. Adapted here to run entirely client-side — same logic, no server.

Full-Stack ATM in the Browser

This demo runs the complete transaction engine client-side. The original project uses Express.js on the backend with a repository pattern, service layer, and middleware stack.

TEST CREDENTIALS
PIN: 1234
Stack: Next.js 15 · React 19 · Three.js · R3F · Tailwind 4 · TypeScript
View source ↗

Welcome to the ATM

Enter your PIN

○○○○
02 — Journey

The path of products

Not a list of employers — a sequence of products I shaped, teams I grew, and problems I solved.

2025 — Present

ML-Powered Applications

Senior Full Stack / ML Engineer

Building end-to-end ML platforms. LLM integration, intelligent agents, RAG pipelines. Bridging the gap between data science prototypes and production systems.

2023 — 2025

National Assessment Digital Transformation

Tech Lead · Team of 3

Spearheaded the construction of a platform from inception, transforming manual paper assessments into adaptive digital testing for the US national context. Full product lifecycle ownership.

2024

Music Industry Campaign Engine

Senior Engineer · Team of 4

High-concurrency advertising platform. Managed campaigns handling traffic peaks, delivered notifications at scale. Migrated a critical project that now outlines CI/CD architecture standards.

2022 — 2023

Farm Management System

Full Stack Developer

Supported critical farm management processes. Created a framework for E2E testing across multiple applications. Vue 3, Three.js, GraphQL microservices.

2021 — 2023

Ultra Learning Platform

Creator & Lead · Own Product

Built from scratch to revolutionize academic learning. Business model creation, architecture design, microservices with NATS, GraphQL, AWS deployment.

2020 — 2021

Enterprise Learning Platform — Performance

Software Engineer in Test · Team of 4

Drove critical enhancements in UI and notification performance. Led a project spanning UX, accessibility, functionality, and performance at enterprise scale.

2019 — 2020

Interactive Showcases Platform

UI Developer

Interactive platform development with Three.js. Software showcases, demos, and frontend development for major client presentations.

03 — Philosophy

Forward Engineering

"I don't write code to show technologies. I build products to move people forward."

A Forward Engineer thinks in products first, architecture second, and technology third. The value isn't in the stack — it's in the system that ships, scales, and solves.

7+ years building across verticals: healthcare, education, gaming, music, agriculture, AI. Systems Engineer from Universidad El Bosque. Native Spanish, English B2+.

Product Architecture Team Leadership Multi-tenant Systems AI / LLM Integration Real-time & WebSocket 3D & Interactive E2E Quality Cloud & Infra
Get in touch

Let's build something

Looking for a product-minded engineer who can lead from architecture to deployment?