Rahul Amte. (2025). Cloud-Native AI: Challenges and Innovations in Deploying Large-Scale Machine Learning Models. ISCSITR - INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING (ISCSITR-IJSRAIML) ISSN (Online): 3067-753X, 6(2), 9-18. https://iscsitr.in/index.php/ISCSITR-IJSRAIML/article/view/ISCSITR-IJSRAIML_06_02_002