Her research lines focuses on the field of virtual sensors and artificial intelligence to improve manufacturing processes and during the last 8 years in healthcare applications (rehabilitation robots, smart devices for monitoring gait in multiple sclerosis patients, ageing, etc.). She leads the multidisciplinary Virtual Sensorization Research Group, recognized as Group A from the Basque Government (ref. IT1726-22). She is the author of 45 articles in indexed scientific journals and 30 contributions as chapter of books and proceedings of ISI Web of Knowledge. Additionally, she is the co-author and speaker of more than 100 communications in national and international conferences in the field of robotics, healthcare assistance devices and manufacturing processes, where she has been awarded with 8 prizes for the best scientific contribution. Member of the organizing and scientific committee of 5 conferences, national and international. From an industrial and research point of view, she has participated in nearly 50 competitive international, national and regional research projects. In the area of knowledge transfer to the productive sector, he has participated in nearly twenty research contracts with companies, in many of which she has acted as principal investigator. She is also a co-author of 2 software tools in Robotics area in the Trademark Registry Office (00/2008/4664 and 00/2008/4665), an utility model (ES 1 256 494U) and 3 patent applications (EP22185211, EP22177087 and EP22382785) currently under review.

She has supervised 9 PhD (one of them obtained the Extraordinary Doctorate award) as well as more than a hundred Final Degree/Master Projects and also Erasmus+ Projects with exchange students. In addition, she is also an evaluator for Fundamental Research Projects of the Spanish State Plan for Scientific and Technical Research and Innovation, and of the Spanish National Agency of Evaluation and Prospective (ANEP) since 2011 to the present. Finally, she is a membership of different scientific committees, membership of the CEA-GTRob network, director of the Master Control Engineering, Automation and Robotics and the representative of Engineering and Architecture in the UPV/EHU Postgraduate Commission, among other management positions.