Further Service Examples

What else can be expected within my range of services

Further Service Examples

Still wondering what I can offer? Here's a range of high-level and specialized examples of the projects you can trust me with. Whether it's scaling computations on high-performance clusters, accelerating existing models, consulting on software architecture, or bridging knowledge transfer between research institutes and industry—you’re in capable hands with me.

Core Services

  • Scaling calculations on high-performance computers (HPC).
  • Accelerating existing models through refactoring with more efficient algorithms or programming languages.
  • Optimizing energy management in smart grids with machine learning algorithms.
  • Developing load forecasting algorithms for microgrids
  • Development of a supervisory agent controlling an autonomous fleet in warehouses using model-predictive control.
  • Implementing machine learning algorithms for pattern recognition in large datasets to detect anomalies in production processes early.
  • Creating digital twins for monitoring and optimizing production systems.
  • Supporting project teams at the intersection of research and software development.
  • Transitioning a prototype project into a university-supported research project and developing a research funding proposal.
  • Facilitating knowledge transfer between research institutes and industry partners.
  • Conducting feasibility studies for new technological approaches.
  • Providing lectures and training.
  • Consulting and advising on improving the software architecture of existing systems.
  • Advising on integrating artificial intelligence into existing production processes.
  • Creating white papers and studies on new technological developments and their applications.
  • Strategic consulting for planning and implementing digital transformation projects.

Prototyping for Mechatronic Systems

  • Prototyping automated test stands for quality assurance.
  • Designing intelligent sensor-actuator systems.
  • Developing integrated sensor modules for machine and plant monitoring.
  • Building robotic assistance systems for manual manufacturing.
  • Developing adaptive damping systems to reduce vibrations in components.
  • Creating smart components with piezoceramics and adaptive systems.

Excluded Services

Standard tasks such as:

  • Designing photovoltaic systems for residential buildings.
  • Designing PID controllers for standardized process chains.
  • GUI development for an existing CLI-based calculation tool.
  • Developing simple database applications without analytical components.
  • Dimensioning standard air conditioning systems for office buildings.

Although these tasks can be handled, there are specialized professionals who can perform them faster, cheaper, and better. Instead, I focus on challenges that require non-standardized modeling and unique solutions.