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Process automation, Self-Driving Cars, Robots, Autonomous Systems, AI, Artificial Intelligence, NLP, Natural Language Processing

MSc/BSc Thesis: Innovative large language model applications

10.01.2023, Abschlussarbeiten, Bachelor- und Masterarbeiten

MSc/BSc Thesis: Innovative large language model applications

Autonomous systems include some of the most exiciting, promising technologies of the next decades. Among them are self-driving cars, air taxis, space vehicles and highly automated process applications.

A lot of progress has been made in each of the mentioned domains, but key challenges still remain and block business cases with increasingly high development, maintenance and support costs.

The development of highly reliable software is very complex and time consuming, because a ton of effort and a lot of skill is needed to guarantee compliance with safety and security requirements according to the current state of the art and required standards.

These partially artificial complexities are expected to increase over the next decade, leading to even higher efforts. At the same time global development speeds are increasing, forcing an improvement of tools and development processes to deal with these development challenges.

In this thesis opportunity we research and develop ways to use the recent breakthroughs in AI and more specifically Large Language Models to improve the performance of highly automated systems and speed up their development.

The following application domains are available for students to choose from for the thesis: Robotics development, Claim Automation, customer support.

In case of strong performance and motivation, an according fulltime development position can be made available to take the ideas to the next level after the thesis.

If you are interested, please contact gereon.hinz@tum.de.

Kontakt: gereon.hinz@tum.de