Explore a 27-minute conference talk from the Dutch Seminar on Data Systems Design that introduces LingoDB, an innovative open-source compilation and optimization framework designed for sustainable data processing. Discover how this framework addresses the challenges of executing diverse workloads on modern hardware through its flexible and extensible architecture. Learn about the framework's ability to break down traditional monolithic components like query plans, optimizers, and executors, enabling seamless integration of complex SQL queries and user-defined algorithms. Understand how code generation and transparent optimizations, including auto-parallelization, ensure efficient execution while maintaining low implementation overhead. Presented by Michael Jungmair, a PhD student at the Technical University of Munich, this talk offers valuable insights into the future of database engine architectures and compiler technology applications in data processing systems.