Applications using Streamlit/Python:

• Knowledge-Management and "digtal" Coaches for UX and Requirements Engineering

Advanced technology development of industrial applications in safety critical systems using Machine-Learning:

• Pattern Recognition in Time-Series using state-of-the-art Deep-Learning Methods
• Data Preparation, Database Design and Creation of UI-Tools for the labeling of data (approx. 100k datasets.)
• Research on current state-of-the-art methods (Scientific Papers)
• Development of the Model-Architecture, proper modeling of CostFunctions. Evaluation and Application of state-of-the-art Algorithms (such as U-Net, Inception, ResNet and YOLO) to other domains (i.e., various sensors in mechatronic applications).
• Implementation of suitable Performance-Measures and Error Visualization Planning and execution of Experiments, creation of an End-to-End Loop for Model-Verification by use of a slim CI/CD Pipeline. Creation of DockerImages for use in AI-Infrastructure (cloud)
• Filing of Invention-Disclosures, stakeholder communication, documentation
• Optimization of the Model to make it fit on embedded Hardware.
• Software R&D for industrial Applications (Software, Signal-Processing, ML, Algorithm Design, Mathematical Modelling). Design of Computer Vision and Machine Learning Applications.

• Product-Owner for NEFF branded ovens. Coordination of distributed
  Software-Teams and suppliers (Vietnam, India, Germany), ?15 developers.
  ? Responsible for the product backlog (requirements) and the technical Project-Management of C++/QT/QML/Linux based UserInterfaces.
  ? Code-Reviews, Software-Releases, Stakeholder-Communication, Testing
  
• Overarching coordination of a pilot project for the concurrent development, establishment, integration and real-world testing of BSH?s latest End-to-End Platform consisting of Backend-Systems, Apps and Embedded-Plattform.
  
  • aggregation of the overall Software-Architecture for proper decision
    making
  • resources management, road-mapping and dependenciesmanagement
    

• Electronics and (Embedded) Software-Development
• Development of software-intensive mechatronic products (i.e. automaticstorage systems, shuttle-systems, ...)
• FFG Research ProjectsHigh Speed DLP Applications (via FPGA-Subsystems)

• Developer, Project-Manager and Functional Head of Embedded Software (for Medical Devices, Class 2b)
• Plattform Development for Medical Devices
• Research Projects (URL on request/) in Austria and Germany