Teams at Careerflow.ai

Review AI training problems and research environments to assess realism, design quality, and grading accuracy (do not solve). Provide constructive feedback and detailed annotations for 30–90 minute tasks in a remote, contractor capacity.

Design and build reinforcement-learning training environments and diverse tasks to evaluate and improve LLM agents; iterate rapidly on task designs from customer feedback, deliver high-quality outputs with minimal supervision, and maintain PST overlap for collaboration.