Dr. Sébastien Auroux

- Data-driven optimization of production processes (e.g. increasing efficiency, reducing costs) - Identification and realization of gainful use cases for generating business value from data - Development and integration of data analytics and machine learning applications using suitable languages, platforms and tools (e.g. Python, SAP HANA XSA) - Conception and management of digitalization projects

- Development of concepts, optimization models and efficient heuristics for placing and integrating control applications in different mobile network scenarios - Evaluation via experiments, simulations and data analysis - Collaboration and work package leadership in research projects - Publication and presentation of research results at international conferences

- Automation and enhancement of quality assurance processes - Maintenance and extension of the stochastic enterprise model (Prophet Professional) - Evaluation and analysis of simulation results

- Automation and enhancement of quality assurance processes - Maintenance and extension of the stochastic enterprise model (Prophet Professional) - Evaluation and analysis of simulation results

- Data preparation, data analysis and selection of statistical models for an international study about Product Lifecycle Management in the telecommunications industry (SPSS/Excel/VBA)

Applied optimization, efficient algorithms, evaluation

Diskrete/Ganzzahlige Optimierung