Involved in SIG-MLSE (Machine Learning Systems Engineering) and QA4AI (Consortium of Quality Assurance for Artificial-Intelligence-based products and services), with publications presented at various international conferences such as ASSURE'18, ER'18, ISSRE'19, etc.
Research Experience
Key roles in ERATO-MMSD Project and MIRAI-eAI Project, leading several research projects on testing, quality assurance for machine learning systems, and testing and debugging for autonomous driving systems.
Education
Associate Professor at Information Systems Architecture Science Research Division and Director of GRACE Center, National Institute of Informatics, Tokyo, Japan; Associate Professor at Sokendai; Visiting Associate Professor at The University of Electro-Communications.
Background
Director of the Trustworthy & Smart Software Engineering Lab, with research interests in smart systems and smart dependability assurance techniques, focusing on enhancing the reliability of Cyber-Physical Systems and Machine Learning Systems through formal methods and automated test generation.