session management , vectors , Wan, Pbx, Ivr, Genesys, Cti, Cisco, Lan, ACD, bandwidth analysis, jitter diagnosing, VoIP, QoS configurations, Intrado E911, SIP, adjunct routing, call flows, Avaya, Sonus Ribbon SBC 9k, SecureLogix

Apis, MLops, Distributed Systems, Integrations, Testing, Coding, Requirements Analysis, LLMOps, retrieval-augmented generation, automated deployment pipelines, cloud-based applications, agentic systems, model integrations, full-lifecycle software development, fine-tuning approaches, Privacy, prompt engineering, Production Support, session context management, model evaluation, Security, Continuous Improvement, architecture, CI/CD, LLM-based application development, Deployment, observability, Resilience, technical-debt management