She joined IBM as a researcher in 1999 be a part of members of the various Natural Language Processing (NLP) research projects. She moved to the development team from 2016 and became the WEX lab advocate from 2017. She had been a board member of external academic society, including the Japanese Society of Artificial Intelligence (JSAI), and wrote many books on NLP and AI.