Design, implement, deploy, and maintain LLM-based AI systems for workflow automation, process and entity extraction, dialog/agent functionality, and text generation. Work includes research, model evaluation, production deployment, monitoring, statistical analysis, and collaboration with engineering and product teams using cloud infrastructure (AWS/GCP).