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cs.SE2026
Toward Production-Ready Federated Learning in Healthcare: Privacy, Orchestration, and Governance in MLOps
Sakshi Gorkhali, Jonesh Shrestha
Healthcare organizations often cannot freely centralize patient data because medical records are sensitive, regulated, and institutionally controlled. Federated learning offers a p…
cs.SE2025
Evaluating the Application of SOLID Principles in Modern AI Framework Architectures
Jonesh Shrestha
This research evaluates the extent to which modern AI frameworks, specifically TensorFlow and scikit-learn, adhere to the SOLID design principles - Single Responsibility, Open/Clos…