She has both professional and academic experience in natural language processing, information retrieval, big data processing and search. Her interest in web-scale data mining and search drives her interest in near duplicate document detection and locality sensitive hashing. Some of her technical interests are network and software security, artificial intelligence, knowledge extraction, and recommendation systems.