Building scalable, complex, cloud-native network infrastructure for next-gen networks. Bridging proactive security research findings with agentic AI to automate root-cause resolution and scale robust systems. My approach as a critic is driven by the lateral logic required in competitive chess (1828 Elo), acoustic music, and linguistic translation.