Forward Engineer

I build products
that move industries

Seven years shipping across gaming, education, AI and enterprise SaaS. I think in verticals, architect in modules, and deliver in products people use.

7+
Years shipping
5
Verticals
40+
Modules built
12
Teams led

What I've built

Products shipped across multiple industries — from real-time gaming engines to AI-powered customer platforms. These are the verticals I've created and led.

Oven — Modular Product Platform
Founder · Architect

A multi-tenant, multi-vertical platform built as a monorepo. Oven powers products across gaming, education, AI agents, and business automation — each vertical shares a core of roles, auth, subscriptions, and ledger while adding its own domain modules. One architecture, many products.

56
Domain modules
5
Edition verticals
150+
Resource types
8
Core adapters
Gaming
Oven Gaming Engine

Real-time multiplayer with tile-based maps, combat, spells, inventory, monsters, and a WebSocket gateway. Players move, fight, and loot in a persistent world — all driven by modular game logic.

maps combat spells inventory monsters realtime art
Education
Oven Assessment Platform

Full psychometric testing: adaptive exams (CAT), essay scoring, anti-cheat proctoring, COPPA compliance, skill mastery tracking, and analytics dashboards for tutors and students.

exams psychometrics scoring anti-cheat coppa analytics skills
AI & Agents
Oven AI Agent System

LLM-powered agents with workflow orchestration, knowledge bases, RAG, MCP connections, chat skills, and usage-metered budgets. Agents run customer conversations and automate business processes.

agent-core workflows knowledge-base chat notifications ingest
UI Design System
Oven Page Builder

Visual page editor, form builder, flow designer, widget system, and collection manager — a no-code CMS layer that lets tenants assemble their own portals from reusable components.

pages forms widgets flows ui-flows collections

Products delivered at previous companies. Brand details omitted under NDA — showing scope and impact instead.

EdTech · US Market
National Assessment Platform

Digital transformation of manual-to-digital assessments for the US education system. Built the platform from inception — forms, scoring, student portals.

Entertainment · Music
Campaign Management Engine

High-concurrency advertising platform for the music industry. Managed campaigns delivering notifications to thousands of users at scale during peak events.

AgriTech · Farm Ops
Farm Management System

Multi-application farm management platform with e2e test framework, critical process automation, and cross-team integration.

AI · ML Consulting
ML-Powered Applications

End-to-end ML platforms with LangChain, RAG, and intelligent agents. Bridging data science prototypes and production-grade systems.

Interactive · 3D
Interactive Platform

Three.js-powered interactive experiences, client showcases, and immersive demos for enterprise clients.

Gaming · Education
Crossword Master

Game-based learning platform blending word puzzles with educational content. Monorepo architecture with shared packages.

Product journey

Each role shaped how I think about products — from leading small teams to architecting multi-vertical platforms.

2025 — Now
Sr Full Stack / ML Engineer
Marvik (AI Services Corp)
Building end-to-end ML-powered applications. LangChain, LangGraph, RAG integration. Bridging data science prototypes into production systems on GCP.
2023 — 2025
Platform Architect & Lead
Ivy Tutors Network (US)
Built the assessment platform from zero. Led a team of 3, managed the full product lifecycle — from client discovery to deployment. Digital transformation of national US assessments.
2024
Sr Software Engineer
EPAM Systems
Music industry campaign platform. Led team of 4, architected high-concurrency notification delivery. Defined security and performance standards.
2023
JavaScript Developer Specialist
Number 8
Critical migration defining CI/CD architecture and security compliance standards for the company.
2021 — 2023
Sr Full Stack Developer
Ultra Learning (Founder)
Created a learning app from concept to product — business model, architecture, team leadership. The precursor to Oven's education vertical.
2019 — 2021
Software Engineer / QA Lead
Blackboard · Globant
Performance engineering, accessibility, and test automation at scale. Led teams of 4 across UX, localization, and product quality.

Forward Engineer

A Forward Engineer builds forward — not just features, but entire product verticals. I think in systems that scale across industries: the same architecture powering a game engine, an assessment platform, and an AI agent system.

With a Systems Engineering degree from Universidad El Bosque and seven years shipping products, I've moved from writing code to designing how products work. Every module in Oven exists because a real user needed it — not because a spec said so.

I lead small teams (2-4 people) where everyone owns a piece of the product. I speak product with stakeholders and architecture with engineers. Currently expanding into AI-driven development with LangChain, LangGraph, and intelligent agents.

Location
Bogota, Colombia
Education
Systems Engineer — Universidad El Bosque
Languages
Spanish (native) · English (B2+) · French (A2)
Latest certifications
ONE G9 Data Science (Oracle) · ML Classification (Alura Latam) · Vibe Coding with Cursor AI (Scrimba)
Tools
Cursor AI · Claude Code · Playwright · Turborepo
Product Architecture
Multi-tenant · Modular monorepo · Multi-vertical · Domain-driven design
AI & ML
LangChain · LangGraph · LangSmith · RAG · Agents · MCP
Frontend Systems
React 19 · Next.js 15 · Three.js · React Admin · Tailwind
Backend & APIs
Node.js · NestJS · Django · FastAPI · GraphQL · Hasura
Cloud & DevOps
AWS · GCP · Docker · K8s · Terraform · Railway
Real-time & Gaming
WebSocket · NATS · Redis · Tile maps · Combat systems

Let's build something that matters

I'm open to product-focused roles, architecture consulting, and ventures where engineering meets product vision.

Available for work

Looking for roles where I can own a product vertical end-to-end — from architecture through delivery. Especially interested in AI products, gaming platforms, and education technology.

I work best with small, focused teams that ship fast and own what they build.