A modern Data Lakehouse is built using Apache Iceberg, Polaris, Trino, and MinIO, all running locally in Docker containers. The author emphasizes the advantages of using open-source technologies and a local setup to avoid unexpected cloud costs while integrating these components for scalable data management with ACID guarantees. Configuration steps and architecture details are provided to help users set up the system effectively.