Dr. Katsiaryna Stalpouskaya has been working in the field of NLP since 2009. After developing a Q&A module for Chinese language and enabling sentiment analysis of reviews for Arabic, she joined a research project at LMU to pursue a PhD in automated content analysis. Since 2017, Katsiaryna has been working as a product manager in the field of NLP and ML. Currently, she works as a product manager at gutefrage.net and is responsible for data and ML projects such as content quality analysis, information extraction, topic modelling and business intelligence.