Jonesh Shrestha

Toward Production-Ready Federated Learning in Healthcare: Privacy, Orchestration, and Governance in MLOps

This paper examines how MLOps practices and the emerging idea of Federated Learning Operations (FLOps) can make federated healthcare machine learning systems scalable, reliable, and trustworthy.