About
Python, Typescript, Go and Rust developer specializing in AI/ML, RAG (Retrieval-Augmented Generation), and Vector Databases. Agilist by nature, active contributor to the opensource community, specialist in secure software development and AI-powered solutions, with more than 21 years of experience, having full and advanced knowledge in operating systems, networks, cloud, LLMs, troubleshooting and software development in several languages.
- • Open source contributor to HashiCorp Terraform and Vault, and Microsoft Copilot extensions
- • Developed SREI, the Brazilian Electronic Property Registration System
- • Co-authored AI-powered anti-corruption tools used by the Brazilian Federal Police
- • Collaborated at Embraer on SISFRON, the Brazilian Army's Border Monitoring System
- • Currently at Itaú Unibanco developing Backend, APIs, Data Mesh and Cloud solutions
- • Specialist in AI/ML solutions: RAG systems, Vector Databases (Pinecone, Weaviate, Qdrant), LangChain, LlamaIndex, and LLM integration
- • Expanding expertise in Observability, DevOps Practices, Anomaly Detection, and AI-powered automation
Open Source Contributions
Skills
Languages & Frameworks
AI/ML & Vector Databases
🦜LangChain
🦙LlamaIndex
🤖OpenAI
🌲Pinecone
🔍Weaviate
⚡Qdrant
🎨ChromaDB
📚RAG
Certifications
Open Source Projects
vault-java-client-simple
A lightweight Java 8 library for interacting with HashiCorp Vault using AWS IAM authentication. Inspired by the Python hvac client, this library provides simple yet complete functionality for authe…
Java
⭐ ...lambda-rag-lite
Uma biblioteca Python ultra-leve para RAG (Retrieval-Augmented Generation) criada especificamente para AWS Lambda, totalmente compatível com LangChain, que elimina dependências pesadas como NumPy, …
Python
⭐ ...pagepilot
PagePilot is a VS Code Chat participant that automatically loads external context (documentation, APIs, README files) to provide enhanced responses. Language is automatically detected from your VS …
TypeScript
⭐ ...go-quality-gate
Language-agnostic code quality control tool with Git hooks A code quality control tool built in Go, distributed as a single binary with no external runtime dependencies. Provides enhanced visual fe…
Go
⭐ ...go-quality-gate-action
A comprehensive GitHub Action for Go Quality Gate - a language-agnostic code quality control tool built in Go with Git hooks support.
Dockerfile
⭐ ...aiops_anomaly_detection_tdc2023
Esse repositório contém o código fonte da palestra: AIOPs - Detecção de anomalias com Python e Prometheus, realizada no Evento TDC 2023 https://thedevconf.com/tdc/2023/business/trilha-community-lou…
Jupyter Notebook
⭐ ...Publications
- Concorrência vs Paralelismo em Go
- Construa um ecossistema de documentação que dá super-poderes a agentes de IA — sem expor dados privados
- Desenvolva localmente com Polars e escale com Spark no AWS Glue usando Ibis
- Como desenvolver um Agente de IA Autônomo Baseado em LlamaIndex para Execução e Correção Iterativa de Código Python & PySpark
- Utilizando LLMs para Processamento de Dados com PySpark
- Forecast de flutuações na cotação do Alumínio/LME usando Machine Learning e Python
Talks
- AIOPs - Detecção de anomalias com Python e Prometheus - TDC 2023
- Palestra, Ataques a redes Bluetooth — Conisli – Congresso Internacional de Software Livre 2005
- Palestra, Integrando FreeBSD com Active Directory e OpenLDAP na 1ª BSD Day Brasil — FIAP 2005
- Palestra, Ataques a redes Bluetooth — 3º a Encontro LinuxChix Brasil 2005
- Palestra, Integrando FreeBSD com Active Directory e OpenLDAP — Fatec Americana 'Ministro Ralph Biasi' 2004