At BNDES, I built an environmental data pipeline integrated with LLM/RAG modules that improved greenhouse gas calculation accuracy by 95%. I also developed a ChromaDB and FAISS embeddings layer for real-time semantic search.
I architected a multi-agent system to orchestrate life-cycle assessment workflows and automate certification and business decisions. I also delivered Java integrations using Spring MVC, PostgreSQL, and JPA/Hibernate as a backbone for production AI systems.
At Mercedes-Benz AG, I led modernization of COBOL/mainframe systems into Java microservices and designed event-driven architectures on AWS and Kubernetes. Through technical leadership, mentoring, and engineering practices, I contributed to a 25% productivity increase and a 30% reduction in downtime.
