Reads and writes pandas CSV with pinned dtypes, explicit NA tokens, formula-injection sanitization, and chunked processing. Use when ingesting sensor logs, simulation results, or in-memory time-series CSVs. Not for Polars LazyFrame pipelines (polars), Kafka streams, or Parquet/Arrow as the native store.