When your data science workflows start hitting performance walls, the choice between Python's Pandas and Rust's Polars becomes critical. I recently discovered this firsthand while processing millions of rows of data that pushed my Python scripts to their breaking point.

The problem many data engineering teams face today isn't just about handling...