Agentic AI for Autonomous Networks
Agentic AI system for autonomous 5G network operations enabling real-time closed-loop decision-making.
PythonLLMsBayesian OptimizationRLFastAPI
Problem
Network operations required manual intervention for optimization decisions, introducing latency and inconsistency in dynamic 5G environments.
Solution
Designed and industrialized an agentic system integrating reinforcement learning, Bayesian optimization, and LLM-based reasoning for autonomous closed-loop control.
Impact
Enabled real-time autonomous decision-making in production 5G networks