Technology Lead and Systems Engineer based in Costa Rica. I design, build and ship full-stack products end to end: architecture, frontend, backend, infrastructure, CI/CD and observability. I also mentor junior engineers and interns.
- Main stack: Node.js, Next.js and React
- Day to day: scalable web architectures, automated deployment pipelines, cloud infrastructure and CMS platforms (AEM)
- Current focus: agentic engineering, building with LLMs, and making AI coding agents work reliably on real codebases
- Ask me about: Node.js, Next.js, React, AEM, CI/CD, Docker, AWS, Claude Code
Agentic coding (Claude Code)
CLAUDE.mdarchitecture: root + per-directory files with path-scoped rules for monorepos- Hooks (
PreToolUse) to filter verbose tool output and keep the context window lean - Subagents and task routing, custom skills (global and project-level), plugins and slash commands
- Token and cost optimization: context hygiene, prompt-cache awareness, MCP cost management
- Codebase knowledge graphs for agents, so they query structure instead of reading files one by one
- Spec-first workflow: requirements → architecture decisions → agent-driven implementation and review
LLM-powered applications
- Built a ChatGPT-style chat application on top of LLM APIs
- RAG / few-shot retrieval with MongoDB Atlas Vector Search and local models via Ollama
- AI-generated summaries inside an internal QA and automation Chrome extension for AEM teams
- Turned an AI demo into a live, interactive arcade game for a company-wide design event
- Prompt design for UI generation (design vocabulary, style and aesthetic prompting)
Assistants: Claude (Claude Code, Projects, Skills, Connectors) and ChatGPT
Architecture & practices: Clean Architecture · Domain-Driven Design · Modular Monolith · Event-driven design · API-first · Multi-environment deployments · Infrastructure monitoring · Technical mentoring
| Project | Description | Stack |
|---|---|---|
| HighQuality highqualitycr.com |
Booking and business management platform in production: appointment calendar, real-time updates, SMS notifications, scheduled jobs and admin dashboards. | Node.js · Express · Handlebars · MongoDB · Socket.IO · Twilio · node-cron · Chart.js · Bootstrap 5 |
| Glyph | Local-first knowledge base. Notion/Confluence-inspired. Zero data leaves device. | Next.js 15 (App Router) · PostgreSQL 16 · Drizzle ORM · BlockNote · Zustand · Tailwind v4 · Docker |
| Plataforma Impositus | Admin dashboard for the Impositus platform. | Next.js · React · TypeScript · Tailwind CSS · Vercel |



