Hello, my name is

Edson Pimenta

Growth and AI systems that scale revenue.

I design high-scale web architecture, product-led growth, and LLM orchestration.
PHP, TypeScript, and Node.js, measured in revenue, indexation, and performance.

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
Edson Pimenta.

Featured achievements

  • Scaled organic platform revenue at Gran Cursos from under R$100k to over R$500k (5x) by aligning product-led growth, performance, and UX.
  • Shipped dynamic routing that kept 50,000+ URLs from being deindexed by Google.
  • Built a JSON-LD library from scratch, tuned for Node's V8 engine and aligned with Google's structured-data requirements.
  • Leading semantic deduplication of questions, preparing the catalog for Generative Engine Optimization (GEO).
  • Audited the organic products and resolved 70+ security vulnerabilities.