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Matheus Quintela

AI Product Engineer · Engineering student at ITA (Brazil's top engineering institute)

I take problems from idea to shipped product.

What I'm building

AprovaMed+ — AI-powered medical education platform I founded and built solo: 60k+ question bank, RAG over pgvector, and an AI tutor that diagnoses why students get questions wrong (3-phase error classification pipeline), not just what they got wrong. 50 users and first commercial partnership closed. Next.js · TypeScript · Supabase · OpenAI

AprovaMed+ — AI tutor diagnosing why a student got a question wrong

Funniie Platforms — software engineer (full-stack & AI) on a multi-tenant SaaS: RAG pipeline (1,000+ PDFs ingested), LangGraph agents, multi-provider LLM gateway, AWS infra as code (CDK), 5+ deploys/week. Python · FastAPI · React Native

Background

  • First-attempt admission to ITA (~1% acceptance rate)
  • 30+ medals in science olympiads — Chemistry, Physics, Astronomy, Robotics, Math
  • Also admitted to IME, AFA, Escola Naval and UNICAMP

Stack

Python TypeScript FastAPI Next.js PostgreSQL + pgvector Supabase AWS (ECS, S3, CDK) LangGraph

Reach me

LinkedIn · mathheusquintela@gmail.com

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