My primary research focus lies in the field of Semantics and Artificial Intelligence (AI). Here, I’m striving for mapping technical capabilities with industrial business opportunities.
I’ve acquired and managed several industrial research projects, both Siemens-internal as well as EU and national-funded. In those projects my research aims to combine symbolic and non-symbolic AI technologies. Together with my project team I’m developing new methods for the seamless integration of domain knowhow in industrial AI applications to ensure informed decision making of end-users.
In this field I have published more than 25 patents and numerous scientific publications as well as consulted the Siemens Technology Innovation Council (STIC) and various Siemens Business Units in strategic decisions related to future technologies.