I'm a software developer who loves to code, but there's more to me than just crafting bugs programming:

• 🇧🇷 Brazilian living in the beautiful Florianópolis
• 🎓 Mechanical Engineer by formation—Bachelor's and Master's from the Federal University of Santa Catarina (UFSC)
• 💻 Software developer by passion (self-taught almost everything I know)
• 🦖 Dinosaur enthusiast (what's your favorite one?)
• 🐕 Proud father to two adorable chihuahuas who think they're much bigger than they actually are
• 🏐 Beach volleyball player with more enthusiasm than skill
• 🎮 Last fell in love with Hollow Knight

At Sourcery, I contributed to building intelligent tools for developers:

• 🤖 Designed and implemented LLM-powered systems for automated code review and bug fixing
• 🔄 Re-architected and maintained an event-driven GitHub/GitLab bot infrastructure supporting natural language comment commands
• 📝 Implemented automated PR titles and summaries; Mermaid diagram visualization; and security-focused reviews
• 📊 Built evaluation datasets and scripts for AI-generated patches, using LangSmith for testing and observability
• 🛠️ Improved our CLI, GitHub Actions, and IDE extensions to streamline workflows and increase adoption
• ⚡ Led codebase modernization by replacing Black and PyLint with Ruff, making linting and formatting near-instantaneous
• 🔍 Enhanced our static analysis engine and added linting and refactoring rules

• 📄 Led a team in developing a proof-of-concept for automated PDF data extraction, successfully delivering a solution that was adopted by the client
• 🔎 Architected and implemented a custom OCR solution that outperformed state-of-the-art commercial tools, including Google Vision, by combining Tesseract with modern open-source models
• ☁️ Designed and implemented serverless document processing pipelines using infrastructure-as-code

• 🧠 Applied deep learning to a computer vision problem in mechanical engineering
• 🔥 Developed models to estimate heat flux in pool boiling experiments
• 📊 Implemented and optimized convolutional neural networks using Keras/TensorFlow and AutoKeras
• 🔝 Pushed the state of the art in pool boiling heat transfer estimation:
  • Reduced prediction error by 73%-80%
  • Optimized CNN architecture 73%-96% smaller than previous state-of-the-art
  • Processed 200,000+ boiling images across four heating surfaces
• 📝 Published research: Thesis | Paper | Code Repository | Thesis Repository

• Python development (libraries, packages, testing)
• LLM integration and prompt engineering (Pydantic AI, LangChain, LangSmith, LangGraph)
• Code quality tooling and static analysis (Ruff, MyPy, Tree-Sitter)
• CI/CD with GitHub Actions
• Machine learning and computer vision
• Git workflows and version control
• Type-safe Python development
• Scientific software development and reproducibility
• LLM system evaluation and testing

• 🦀 Learning the Rust programming language
• 🌐 Practicing full-stack development
• 🐙 Contributing to open-source projects
• 🔧 Building more efficient developer tools

AI-powered application that helps developers showcase their achievements

Deep learning models for estimating heat flux in pool boiling experiments (Master's research)

I occasionally share my knowledge and experiences through talks:

^{Note to self: give more talks in English!}

Here's what my development environment looks like:

• Editor/IDE: Cursor as my main IDE, with Helix for quick edits
• Terminal: Alacritty with Zellij as multiplexer
• Shell: NuShell as primary, with Bash as fallback
• OS: Ubuntu 24.04.2 LTS
• Theme: Dracula (created by a fellow Brazilian 🇧🇷)

^{I did not know I had written so much C++ in my life! Cursed times...}

I'm always open to interesting conversations and collaboration opportunities. Feel free to reach out if you want to discuss tech, share ideas, or just say hi!

• 💼 Work opportunities in software development, AI, and developer tools
• 🌟 Contributing to open-source projects, especially in Python and Rust
• 🧩 Collaborating on innovative developer tools and LLM applications
• 🔄 Exchanging ideas about code quality, automation, and developer experience

If any of these align with your interests or needs, don't hesitate to reach out!