Oswald applies modern data-driven and machine-learning techniques to enormous datasets from large pulsar surveys (Parkes Young Pulsar Array, MeerKAT Thousand-Pulsar-Array) to understand pulsar radio emission mechanisms, polarization behaviour and the structure of the Galactic magnetic field.