From the 1 of 3 linked papers with an AI index.
3 papers
cs.SE2026
Toward Production-Ready Federated Learning in Healthcare: Privacy, Orchestration, and Governance in MLOps
Sakshi Gorkhali, Jonesh Shrestha
The paper explores how to make federated learning for healthcare production‑ready by applying MLOps and FLOps practices, focusing on containerized deployment, privacy‑preserving me…
cs.CV2026
Ingredient-Level Food Image Segmentation for Nutrition Awareness
Jonesh Shrestha
Food images often contain several visible ingredients, so assigning one dish label to an entire image hides important visual structure. This work studies ingredient-level semantic…
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…