with substantial async programming experience. Demonstrated experience building production ML systems, including tracing, cost monitoring, failure detection, and robust fallbacks. Hands-on experience with containerisation and orchestration (Docker, Kubernetes) for large-scale agent infrastructures. Experience designing behavioral models, goal-directed simulations, evaluation frameworks, prompt schemas, and human-in-the-loop … product. Core Competencies Expertise in designing and implementing production-grade distributed systems and agent-based architectures, with a strong focus on Python programming, containerization, and orchestration. Proven ability to develop behavioral models and translate agent outputs into actionable insights for product decisions. #J-18808-Ljbffr ...