Nelly Sagirov is a PhD candidate at the Hector Research Institute of Education Sciences and Psychology, working on the Polke project supervised by Dr. Xiaobin Chen. Her research interests lie at the intersection between language, education, and technology, with a focus on facilitating second language learning and teaching. Throughout her PhD she will be exploring different ways to automatically extract and analyse learner second language knowledge.