DataEnvGym delivers a collection of modular, customizable environments built on the Gym API to facilitate reinforcement learning research in data-driven domains. Researchers and engineers can select from built-in tasks like data cleaning, feature engineering, batch scheduling, and streaming analytics. The framework supports seamless integration with popular RL libraries, standardized benchmarking metrics, and logging tools to track agent performance. Users can extend or combine environments to model complex data pipelines and evaluate algorithms under realistic constraints.

Live Interview by Sapia.ai is a Chrome extension designed to streamline the interview scheduling process. It integrates seamlessly with your applicant tracking system (ATS), allowing you to pull candidate details directly from job requisitions. The plugin supports various interview formats, including in-person, video conferencing, and phone interviews. Set your availability, and candidates can choose suitable time slots. You can also schedule interviews in bulk, manage interviewer availability, and track all bookings in one place. Ideal for recruiters and hiring managers, this tool reduces scheduling conflicts and saves time.