Matheus Benites benits

About me

I'm a Senior Software Engineer focused on AI/LLM product engineering. I build production AI systems end-to-end — from RAG pipelines and agent architectures to deployment and observability.

Currently building tamy.ai: a production LLM-powered product serving real users — architecting the entire backend, AI pipeline, and infrastructure.

const matheus = {
  role: "Senior Software Engineer",
  focus: ["AI/LLM Product Engineering", "Backend Architecture", "Distributed Systems"],
  building: "tamy.ai — production AI product powered by LLMs, RAG & agents",
  stack: {
    languages:  ["TypeScript", "Python", "JavaScript"],
    backend:    ["Node.js", "Next.js", "Express", "FastAPI"],
    ai:         ["LangChain", "OpenAI API", "Claude API", "pgvector", "RAG", "Agent Loops"],
    data:       ["PostgreSQL", "Redis", "MongoDB"],
    infra:      ["AWS", "Docker", "Vercel", "GitHub Actions"],
    frontend:   ["React", "Next.js", "Tailwind CSS"],
  },
  currentlyExploring: ["LLM Evaluation Frameworks", "AI Observability", "Cost Optimization at Scale"],
  location: "Brazil (GMT-3) — fluent English, working in US/EU timezones",
};

What I work on

🔬 Production LLM Applications — RAG pipelines, agent loops, prompt management, eval harnesses, cost/latency optimization

🏗️ Backend Systems at Scale — Node.js, TypeScript, Python, PostgreSQL, distributed architectures, API design

⚡ AI-Assisted Development — shipping real products with LLMs as core infrastructure, not just API wrappers

📐 System Design & Architecture — making hard trade-offs on reliability, cost, and speed in production AI systems

Tech stack

Core Languages

AI / LLM

Backend & Data

Infrastructure

Frontend

Open to opportunities

I'm looking for senior AI / software engineering roles at remote-first companies building with LLMs.


📍 Location	Brazil (GMT-3) — comfortable with US/EU timezone overlap
🗣️ Languages	Fluent English (daily working language) · Native Portuguese
🎯 Looking for	Senior AI Engineer · Senior Backend Engineer · Senior Software Engineer
🏢 Company fit	Remote-first · AI-native product · Series A-C · DevTools