
What else can be expected within my range of services
Further Service Examples
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.
Related Activities
- 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.