Agentic Ops Automation System — STC Bahrain
Multi-agent AI system deployed on Cloudera CDP for STC Bahrain that autonomously monitors long-running SQL queries across the enterprise data cluster, generates intelligent alerts, and triggers automated remediation workflows. Agents are orchestrated via OpenAI Agents SDK and powered by the qwen2.5-coder LLM, with a Gradio-based ops dashboard for real-time visibility into cluster health and alert history.