Design, develop, and maintain robust automation frameworks, infrastructure, and services, including modern agentic triage systems that autonomously assess, prioritize, route, and resolve complex issues using generative AI Apply excellent troubleshooting skills to complex wireless issues, combining manual debugging with AI-powered triage and root-cause analysis to accelerate resolution. We are shifting toward heavily AI-augmented development and solutions, including building and leveraging modern agentic systems powered by large language models to intelligently triage issues, automate root-cause analysis, prioritize bugs/test failures, and drive faster resolutions.