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.
🏦Currently working @ Itaú Unibanco
Currently developing Backend, APIs, Big Data, Data Mesh, Apache Spark, Cloud, AI, RAG, Code Transpilers, Spark Connectors and Vector Databases solutions.
🤖AI/ML Specialist
Specialist in AI/ML solutions: RAG systems, Vector Databases (Pinecone, Weaviate, Qdrant), LangChain, LlamaIndex, and LLM integration.
🌐Open Source Contributor
Open source contributor to HashiCorp Terraform and Vault, and Microsoft Copilot extensions.
☁️AWS Community Builders Member
Active member of the AWS Community Builders program, sharing knowledge on cloud and AI/ML topics.
⚖️SREI/CNJ
Developed SREI, the Brazilian Electronic Property Registration System — National Council of Justice, 2M notarial acts/day.
🛡️Brazilian Federal Police
Co-authored AI-powered anti-corruption tools used by the Brazilian Federal Police.
✈️Embraer — SISFRON
Collaborated at Embraer on SISFRON, the Brazilian Army's Border Monitoring System.
📡Observability & AI Automation
Expanding expertise in Observability, DevOps Practices, Anomaly Detection, and AI-powered automation.
Open Source Contributions
GitHub Contributions
Skills
Languages & Frameworks
AI/ML & Vector Databases
🦜LangChain
🦙LlamaIndex
🤖OpenAI
🌲Pinecone
🔍Weaviate
⚡Qdrant
🎨ChromaDB
📚RAG
🔥PyTorch
⚙️TensorFlow
🧠Scikit-learn
🔢NumPy
🐼Pandas
📊Matplotlib
Latest 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
Vault
HashiCorp
OpenArchFlow
OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps engineers, and developers. Generate interactive AWS architecture diagrams from natural language descriptions using AI, Large Language Models (LLMs), AI Agents, and AWS MCP (Model Context Protocol).
AI
TypeScript
AWS
speckit-assistant
Visual orchestrator for Spec-Driven Development with Spec Kit, directly inside VS Code.
AI
VS Code
TypeScript
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 …
AI
VS Code
TypeScript
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, …
AI
Python
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
CI/CD
Quality Code
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.
Go
Dockerfile
GitHub Actions
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…
AI
Jupyter Notebook
Python
Publications
- •Bringing Spec-Roundtrip Driven Development (SRDD) into the IDE: Introducing Spec Kit Assistant
- •OpenArchFlow: Transformando Linguagem Natural em Arquitetura de Nuvem com IA
- •Otimização Adaptativa de Armazenamento em Apache Spark: Uma Abordagem de Solução Baseada em Pyhton Decorators
- •Agent Skills: O novo padrão de IA agora no VS Code
- •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