Email: bernhard.bergeruni-rostockde

Research interests:

• Model-driven development and domain-specific languages
• optimization
• Software engineering for artificial intelligence
• Static program analysis (for architectural security)
• DevOps, MLOps

Examples of supervised work in recent years:

• Systematic Mapping in Optimization Research (2024, Bachelor thesis, Hamburg University of Technology)
• Conception and realization of a knowledge database for hardware security (2023, Bachelor thesis, Hamburg University of Technology)
• Graph-Database Modeling of an Extended Dataflow Diagram (2023, Project work, Hamburg University of Technology)
• Testing of Semantic Web technologies for structuring research data in the context of a project for ML-based static security analysis of C code (2022, Master thesis, University of Bremen)
• Determination of data flows in Java-based applications for security testing (Bachelor thesis, 2021, University of Bremen)
• Detection of data protection violations in third-party libraries using program analysis (Master thesis, 2021, University of Bremen)

Currently ongoing work:

• Usability study of a web technology-based domain-specific language
• Model-driven hyperparameter optimization