Really impressive how you tackled the memory bottlenecks by combining Polars LazyFrame with batch processing! I’ve mostly worked on app-based projects like bitlifeappspro.com/, but seeing real-world data engineering solutions like this is really motivating to explore backend optimizations more seriously.