Dorota holds a PhD in speech recognition and has been active in the area of Artificial Intelligence throughout all of her career. She has extensive experience working on speech-driven applications in verticals such as Telecom, Finance and High Tech. For the last 10 years she has been focusing on data collection and annotation for the purpose of AI. She is passionate about data quality and believes that high-quality data contributes to improved usability, higher rate of adoption and greater success of AI applications.