“The ‘Aegis’ Framework: A Multi-Cloud, Fault-Tolerant MLOps Architecture for Real-Time Financial Decisioning and Regulatory Compliance”. International Journal of Engineering & Extended Technologies Research (IJEETR), vol. 7, no. 6, Dec. 2025, pp. 11113-21, https://doi.org/10.15662/IJEETR.2025.0706031.