Filippe Rimis is a Senior Project Engineer based in Western Australia with over 20 years of experience in the energy sector, spanning structural engineering, multidisciplinary project coordination, and EPC delivery. Alongside his corporate role, he builds AI-powered systems tailored for engineering environments.

Over the past three years, Filippe has been developing and iterating on Retrieval-Augmented Generation (RAG) architectures for complex technical documents, moving from early “naive RAG” experiments to structured, agentic systems designed for compliance, traceability, and real-world deployment. His work focuses on bridging deterministic engineering principles with probabilistic AI models—designing systems that engineers can actually trust.

He shares practical lessons from building production-oriented RAG pipelines for contracts, specifications, and structured/unstructured reports, with a strong emphasis on data structuring, ingestion strategy, and intelligent retrieval orchestration.