Design and operate AWS cloud infrastructure supporting AI products. Build infrastructure-as-code and CI/CD automation, integrate Claude and production LLM services, administer highly available PostgreSQL databases, and implement security, secrets management, monitoring, backups, and failover. Collaborate with Cloud/SRE and compliance teams to standardize architecture and meet fintech regulatory requirements.