- Strategy, operations, pricing, human resources and investor relations- Using AI and machine learning technologies to extract information of data- Data Science, Machine Learning and databases

- Research, development and implementation of process analysis and optimization methods with the use of data science and machine learning algorithms for the application in mechatronic systems, robotics, and automated production systems, e. g. for condition monitoring, anomaly detection and process optimization.- Design of data-based experiments, validation, evaluation and comparison of physical and data-based modeling methods.- Research, development and implementation of big data data processing systems based on open source software, e. g Apache Kafka, Apache Storm, Apache HBase.- Implementation, modification and maintenance of scalable distributed systems for the processing oflarge data sets, based on Apache Hadoop.

Social work in a psychiatric care facility.