Design deep learning algorithms that can leverage the vast amount of labeled and unlabeled data from a fleet of million vehicles. Adopt the latest research advancement in machine learning into production, especially areas such as foundation models, semantic understanding, large language/vision models, few/zero-shot learning. Work with software developers and algorithm developers to ship impact to our product.