Optimizing performance with large CSV files involves managing memory and processing time effectively. Key strategies include using chunking to read data in segments, applying filtering to limit loaded data, and specifying data types to reduce memory usage. These techniques enhance efficiency in data cleaning, transformation, and analysis tasks.