Design, build, and maintain AI agents and automated workflows for marketing. Identify automation opportunities, deploy and monitor agents, integrate with marketing tools, and report efficiency and business impact. Ensure data quality, privacy, and documentation, and enable marketing teams to adopt automations.

Research and build post-training solutions for coding LLMs and agentic systems: design experiments, implement policy optimization and fine-tuning methods, translate prototypes into production, and communicate findings across teams.