▪ Conducting an end-to-end machine learning project with ML-libraries such as TensorFlow and Sklearn in cooperation with the Mt. Sinai Health System, USA.▪ Evaluating the diagnostic performance of deep learning models for abnormality detection in three-dimensional MR images.▪ Providing interpretability of the neural networks with XAI methods.

▪ Creating an interactive visualization tool for three-dimensional images in a python-based web interface. ▪ Visualizing various interpretability methods for three-dimensional convolutional neural networks in Keras.

▪ Developing and scaling VBA-based scripts to automate time consuming manual processes, e.g., reducing onboarding time by 45 min/candidate.▪ Co-facilitating workshops at three locations nationwide to identify use cases for chatbots and RPA, and engaging with start-ups to provide tailored software.▪ Managing the global roll-out of an internally developed unity™-based Virtual Reality training by coordinating between R&D, global IT, and operational units.

▪ Identifying and analyzing potential markets and evaluating their product-market fit for the existing and soon-to-be product portfolio.▪ Innovating new use cases for existing products and services.▪ Setting up a strategic partnership with corporate clients by identifying key collaboration areas and potential synergies for software development.

▪ Optimizing the product qualification process of the coating engineering department by improving the data management.▪ Developing VBA-based scripts to automate data management processes and to fulfil zero-error policies.▪ Managing project management tools for scrum and 8D-reports.

▪ Planning and evaluating investments, production scenarios and production times. ▪ Analyzing alternative product and production concepts.▪ Optimizing internal workflows by automating manual processes by implementing Excel-based programming scripts.

Identifying, tested and evaluating innovate material combinations for additive manufacturing. Applied various testing methods and statistical analysis software resulting in an improvement in durability by 388% and dimensional stability by 52%.

▪ Developing the business plan of a start-up of the Institute of Health and Biomedical Innovation, Australia.▪ Analyzing investment strategies of international research institutes.

Completed internships in the Development, Production, and Measuring/Continuous testing sections, in order to gain experience and the mechanical skills required for these manufacturing functional areas.