Master of Science
Technische Universität Berlin
Computer Science; Cognitive Systems; Data and Software Engineering
Grade: 1.3 (German scale)
Focus on Machine Learning, Security, and Cognitive Systems.
- Thesis: Ransomware Detection using Graph Neural Networks Enhanced by Large Language Models, completed in 2026.Built a self-made Android malware dataset designed so that training and test data share as little code as possible, and used it to benchmark LLM judging, LLM summarisation, and code embedding models as sources of node features for GNN classification.
- Coursework includes privacy-preserving video segmentation, geospatial analysis with ESA Sentinel-2 satellite imagery, agentic workflows with LangChain for automated vulnerability scanning, a Kubernetes-to-serverless refactoring on Google Cloud with Terraform, and Robot Learning with ROS.