Build and deploy production machine learning components for agentic systems supporting geopolitical intelligence. Responsibilities include model selection, training, evaluation, benchmarking, model serving, retrieval systems, agent orchestration, and reliable deployment. The role involves collaborating with software engineering, product design, and domain analysts to translate research and user feedback into scalable, maintainable AI solutions.

Lead the design, training, evaluation, and production deployment of machine learning and agentic systems for geopolitical intelligence. Build scalable workflows using small models, LLMs, retrieval systems, and agent orchestration. Partner with software engineering, product design, and domain experts to translate research into reliable products, make technical decisions, establish engineering and evaluation standards, and mentor team members.