She is interested in machine learning, information retrieval and system design especially if they are applied in a news media context. During her two years at The Times, Katerina has lead the architectural design of one of the team’s main frameworks for serving recommendations. She has worked on a variety of projects that facilitate the use of recommendations on The Times platforms either by building microservices or collaborating with data scientists to productionalize recommender models.