About me
I treat organic growth as a systems problem: routing, structured data, performance, and UX decide whether a platform gets found and whether that traffic becomes revenue. At Gran Cursos, that work scaled organic platform revenue from under R$100k to over R$500k.
The same constraint now applies to AI. Search engines and generative engines both need a clean, trustworthy content graph. I lead semantic deduplication of questions for Generative Engine Optimization, and I design agent and LLM orchestration with MCP and RAG on PHP with Symfony and Slim, TypeScript, and Node.js, on web architecture built for high scale. On the frontend, I work with React, Vue, and Nuxt, while favoring native web capabilities whenever they are the simplest reliable choice. I approach each initiative pragmatically, matching architecture to the product, maintenance, and market constraints.
Tech stack
- PHP
- Symfony
- Slim
- TypeScript
- Node.js
- Python
- React
- Vue
- Nuxt
- AI systems: agents, MCP, RAG
- Distributed systems