Build and scale production-grade AI and generative AI systems on AWS, including LLM applications, RAG pipelines, machine learning models, data pipelines, APIs, and MLOps workflows. Deploy, monitor, version, and retrain models while implementing responsible AI guardrails, governance, security, and compliance. Provide technical mentorship and collaborate with architects and business teams across insurance platforms.

Underwrites and manages a complex commercial lines portfolio serving nonprofit human services organizations and education institutions. Analyzes risks, determines coverage and pricing, manages renewals, drives remediation, ensures regulatory compliance, and develops agent relationships. Advises and mentors underwriting staff, reviews referrals, conducts audits, supports training, and collaborates with risk control and distribution teams to achieve profitable portfolio growth.