Pushpendra Sharma and Prof. (Col.) Shiv Singh Sarangdevot 2025. Optimizing Machine Learning Pipelines via Adaptive Hybrid Classification Models: Toward Scalable, Self-Updating AI Architectures. International Journal of Scientific Research in Science, Engineering and Technology. 12, 5 (Sep. 2025), 84–96. DOI:https://doi.org/10.32628/IJSRSET251262.