I've built scalable cloud applications and AI workflows at Beyond AI and BTG Pactual, from high-throughput data pipelines for model training and inference to event-driven serverless systems processing high-volume operations.
At BTG Pactual, I designed AWS architectures using Lambda, SQS, SNS, and EventBridge; built secure APIs with NestJS, Python, and Cognito; and automated infrastructure with AWS CDK, reducing deployment time by 50%. I also optimized PostgreSQL workloads and established CI/CD pipelines with GitHub Actions and Azure DevOps.
My work includes RAG architectures, LangChain automation, and integrations with Mistral, GPT, and Gemini. At the University of Brasilia AI Lab, I developed Python and Pandas pipelines for web scraping, cleansing, and feature engineering, alongside proof-of-concept AI applications in React.js and Python.
