Author

Sri Charan Chowdary Konidina

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Open access Sep 2026

A Cloud-Native MLOps Framework for Drift Detection, Automated Retraining, and Reliable Real-Time Inference in Predictive AI Systems

Tight architectural integration between telemetry and orchestration removes human-in-the-loop operational overhead and keeps live predictive systems resilient against distribution decay, and demonstrates that tight architectural integration between telemetry and orchestration keeps live predictive systems resilient aga...

Sri Charan Chowdary Konidina · International journal of dat... · 0 citations

Open access Aug 2026

An Analytical Study of Behavior-Aware Retrieval-Augmented Generation Frameworks in Enterprise Software Ecosystems for Optimizing User Navigation and Decision Support

It is demonstrated that incorporating real-time user behavioral context is critical for transforming generative AI utilities into proactive workflow accelerators within complex, data-dense corporate environments.

Sri Charan Chowdary Konidina · International Journal of Adv... · 0 citations