Defining and managing a research program in novel AI methods for symptom - solution mapping and observability extension, knowledge extraction, representation and reasoning to diagnose complex systems.

I have set up and managed this program to prove and harvest the value of Advanced Data Analytics in enhancing performance, diagnostics, and predictability of the world-wide fleet of lithography systems at ASML’s customers, and to incorporate the new insights and skills gained in the wider R&D organization. This has resulted in increasing fleet productivity at the top tier chip manufacturers, and the introduction of the Predictive Maintenance capability at ASML.

Managing team of Marketeers in competitive strategy, product positioning, value-based pricing, and product portfolio marketing

Business development at GLOBALFOUNDRIES

Marketing responsible for ASML Metrology business development at tsmc and UMC

Establishment of R&D group and development of R&D talents for ASML in Asia.Development of application software for 20nm node diffraction-based overlay metrology and effective sampling strategies with tsmc, Nanya, and Inotera.R&D support for immersion lithography introduction at tsmc.

Leader of the imaging system qualification group

Imaging requirements and validation for high-NA 193nm immersion and 248nm lithography