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JoseTorquato/README.md

Hey, I'm José Torquato

Tech Lead at KORO Martech. Backend & AI engineer.

Python is my main language. I build backend systems and AI agents that run in production — data pipelines, RAG, and MCP servers. I lead a technical team and still merge my own PRs.

I care less about frameworks and more about what makes a team ship faster and a system stay up.

Writing & links

LinkedIn — where I write about AI agents, MCP and backend engineering.


Selected work

django-dev-insights · Python Real-time performance diagnostics for Django. Surfaces N+1 and duplicate queries per request — in your console, as JSON, or a built-in HTML panel. Took real pages from 28s → 3.8s (200+ duplicate queries) and 8s → 1.8s (hidden N+1). pip install django-dev-insights · PyPI

chatbot_with_rag · Python RAG + Computer Vision chatbot. FastAPI, LangChain, FAISS and GPT-4o, with documented architecture decisions, trade-offs, and a production roadmap.

ideiasmicrosaas · Django AI-generated micro-SaaS ideas — a Django app, live at ideiasmicrosaas.com.br.


Stack

Python · Django · DRF · FastAPI · Node.js/TypeScript · NestJS · PostgreSQL · RabbitMQ · Docker · AWS (Lambda, SQS) · GCP · Terraform

🏅 Selected for the Desenvolve program (Grupo Boticário) — 1 of 130 chosen from 8,000+ applicants.


🇧🇷 Português

Tech Lead na KORO Martech. Engenheiro de backend e IA.

Python é minha linguagem principal. Construo sistemas backend e agentes de IA em produção — pipelines de dados, RAG e servidores MCP. Lidero um time técnico e continuo botando a mão no código.

Me importo menos com framework e mais com o que faz um time entregar mais rápido e um sistema ficar de pé.

Trabalhos em destaque:

  • django-dev-insights — diagnóstico de performance em tempo real pro Django. Acha N+1 e queries duplicadas por request. Levou páginas reais de 28s → 3,8s e 8s → 1,8s.
  • chatbot_with_rag — chatbot RAG + Visão Computacional (FastAPI, LangChain, FAISS, GPT-4o) com decisões de arquitetura e roadmap de produção documentados.
  • ideiasmicrosaas — ideias de micro-SaaS geradas por IA. App Django no ar em ideiasmicrosaas.com.br.

🏅 Selecionado para o programa Desenvolve (Grupo Boticário) — 1 entre 130 de mais de 8.000 inscritos.

Pinned Loading

  1. django-dev-insights django-dev-insights Public

    Python 1

  2. chatbot_with_rag chatbot_with_rag Public

    Python

  3. ideiasmicrosaas ideiasmicrosaas Public

    HTML