As a doctoral researcher at the Software Technology Group, my goal is to combine neural networks with algorithmic problem-solving approaches. More specifically, I am working on large language models (LLMs) for code generation and trying to enhance their capabilities through the use of program analysis tools and techniques.

If you are interested in theses or projects in the realm of LLMs for code, feel free to contact me.

See also my profile over at hessian.AI and the interview about my work on their blog.

Publications

2024

Towards trustworthy AI software development assistance.
Maninger, Narasimhan, Mezini, ICSE. 10.1145/3639476.3639770