AI Product Engineer building production systems that connect artificial intelligence, software engineering, product design, data, and real business operations.

I am a product engineer and founder based in Chile. I work across product strategy, UX, system architecture, frontend development, databases, API integrations, deployment, and production verification.

A production B2B reading platform for Chilean high schools.

As founder and sole product engineer, I designed and built:

• Anonymous student onboarding through QR codes
• A six-question recommendation engine connected to a curated catalog
• Separate student, teacher, and administration workflows
• Teacher dashboards and reading-progress tracking
• Educational book guides and assessment tools
• PostgreSQL data modeling and Row Level Security
• Privacy-by-design architecture for student data
• Production deployment and verification processes

Stack: React, TypeScript, Vite, Tailwind CSS, Supabase, PostgreSQL, Row Level Security, Cloudflare Pages

View the live product · Read the technical case study

The production repository is private because it contains commercial code and internal product documentation.

A production AI-powered lead acquisition and qualification system integrated with WhatsApp Cloud API.

I designed and deployed a system that:

• Handles customer conversations 24/7
• Queries live property inventory
• Transcribes voice messages with OpenAI Whisper
• Extracts structured lead information
• Scores and routes prospects
• Schedules visits and sends operational alerts
• Supports human takeover through a React administration panel

Stack: Cloudflare Workers, Anthropic Claude API, OpenAI Whisper, Supabase, PostgreSQL, React, TypeScript, Resend, WhatsApp Cloud API

Read the technical case study

The production repository remains private because it contains commercial code, credentials, and internal operational details.

A multilingual real-estate platform and infrastructure migration that combined product engineering, cloud architecture, media optimization, and cost reduction.

The project included:

• A production property platform in five languages
• A custom administration panel
• Supabase and PostgreSQL data workflows
• Google OAuth and Row Level Security
• Migration of more than 190 images from Supabase Storage to Cloudflare R2
• Python automation for asset migration and compression
• Hosting migration from Netlify to Cloudflare Pages
• A documented infrastructure cost reduction from approximately USD 34/month to USD 0 at the recorded usage level

Stack: React, TypeScript, Vite, Supabase, PostgreSQL, Cloudflare Pages, Cloudflare R2, Python, boto3, requests, Pillow

Read the technical case study

The production repository remains private because it contains commercial code, infrastructure configuration, and internal operational details.

A production-style FastAPI service that converts validated real-estate purchase signals into deterministic and auditable lead classifications.

The API includes:

• Strict request validation with Pydantic
• Decimal-based budget and property-price comparison
• Cold, warm, and hot lead classifications
• Structured reason codes, messages, and awarded points
• 62 automated tests
• Continuous integration across Python 3.11, 3.12, and 3.13
• Public deployment on Render
• Interactive OpenAPI documentation

Stack: Python, FastAPI, Pydantic, pytest, GitHub Actions, Render

View the repository · Try the live API · View release v0.2.0

A literary recommendation platform that helps readers discover books based on their interests, personality, and reading preferences.

Visit BookFindería

An independent product studio focused on building useful digital products for education, real estate, tourism, and community services.

Visit HaikuFlow

I use Claude Code, Cursor, and ChatGPT as part of my daily engineering workflow to investigate problems, compare alternatives, implement changes, and document systems.

These tools accelerate investigation and implementation, while I remain responsible for:

• Architecture and technical decisions
• Product scope and UX
• Security and data-access decisions
• Code review and validation
• Testing and production verification
• Deployment approval and releases

I treat AI coding agents as engineering collaborators, not as substitutes for technical judgment.

• React
• TypeScript
• JavaScript
• Vite
• Tailwind CSS
• Supabase
• PostgreSQL
• Row Level Security
• Cloudflare Pages and Workers
• Git and GitHub
• LLM APIs
• WhatsApp Cloud API

• Python backend development
• API design
• Automated testing
• Software architecture
• AI-native product engineering

Spanish — Native
French — C2 / Full professional proficiency
English — B2 professional working proficiency
Portuguese — Conversational

I am currently looking for remote international opportunities as an:

• AI Product Engineer
• Applied AI Engineer
• Product Engineer
• AI Solutions Engineer
• AI-native Software Engineer

LinkedIn · HaikuFlow · BookFindería · Email

Alongside building software products, I have published four books in Chile. This work reflects long-term project execution, editorial collaboration and written communication.

• El último viernes — Novel, Editorial Viuda Negra
• Frutos del desierto — Astro Editora
• Milagro en la selva — Astro Editora
• Poemas de Atrapama — Poetry, Astro Editora