BioOps: Enabling MLOps for scalable and flexible model-centric process control in biopharmaceutical development.
The framework incorporates established Machine Learning Operations (MLOps) principles, including version-controlled model registries, containerized deployment, and continuous integration/continuous delivery (CI/CD) pipelines, and embeds traceability, auditability, and model lifecycle management directly into the contro...