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Learning to fly
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Learning to fly
  • MVN DEVELOPMENT
  • BRAZIL

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BertBR/README.md

Hi, I'm Vinícius (Vini) — Senior Backend Engineer

15 years shipping production backend systems in Go and Node.js. Last 18 months going deep on applied AI — building products end-to-end from Kubernetes infra up to RAG pipelines.

I work as an independent contractor through MVN Development LTDA (Brazil) for remote teams worldwide. USD only, full overlap with US Eastern.


What I'm building right now

Playsonora — an AI-powered music school. Solo build. Backend, data layer, RAG pipeline, and human-in-the-loop teacher review. All me. Engineering notes on the blog.


What I do well

  • Production-grade Go and Node.js microservices — NestJS, RabbitMQ, event-driven, sub-200ms p95
  • LLM systems in production — RAG pipelines, OpenAI integrations at enterprise scale, human-in-the-loop review loops
  • Cloud and infra — Kubernetes/GKE on GCP, Terraform, OpenTelemetry + Prometheus, multi-cloud (GCP/AWS/fly.io)
  • End-to-end ownership — from cluster up to product features. One hire instead of three.

Selected work

Where What Numbers
Air Apps OpenAI integrations + ETL/ELT rewrite +25% user engagement, -50% incident response, -40% data processing time, <200ms p95
Eleven Dragons Tech Lead Backend — NestJS + Go microservices on fly.io / AWS / GCP OTel + Prometheus instrumented, mentored junior
Mobiplus / Afya CliqueRX — digital prescription system for Brazilian doctors Shipped to millions of users

Full track record: LinkedIn


Stack I reach for

Go TypeScript Node.js NestJS PostgreSQL Redis MongoDB RabbitMQ Pub/Sub Kubernetes GKE Terraform Docker OpenTelemetry Prometheus OpenAI RAG


Currently open to

Senior or Staff Backend roles, 100% remote, USD, where AI is a core product capability or backend reliability at scale is the core challenge. Talk to me: viniciusmvn@pm.me · LinkedIn DM

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