Patrick Gebert

Design, implementation, testing, deployment, and maintenance of AI/ML-driven applications for our clients: - Time Series Forecasting Framework - ETL-Pipelines and Data Warehouses with Apache Spark or Python Dask - Search Engine Analytics - Logo Detection with Deep Neural Networks (SSD) - Optical Character Recognition with Deep Neural Networks (CRNN)

Independent design and implementation of neural networks in the field of computer vision for the detection, classification, and prediction of objects and events in videos. The field of work as a scientific research assistant involved the research, implementation, training, and evaluation of advanced machine learning approaches, such as LTC, 3D ResNet, FlowNet and Yolo C and Python were used as programming languages.

Independent design and implementation of a haptic belt for the navigation of blind people. The work included the design and production of hardware elements, micro-controller programming, 3D printing and programming of an Android app. Java and the C/C++ like Arduino language were used as programming languages for this project.

Programming of a web-based trade show prototype based on Node.js, Google Polymer and Socket.io as a student trainee at the Fiducia & GAD IT AG. Javascript was used as the programming language for this project.

Anthropomatics / Cognitive Systems, Robotics / Automation