Projects

Raven's Progressive Matrices — Abstract Visual Reasoning

Python · PyTorch

  • Team project attempting to replicate "An Interpretable Neuro-symbolic Model for Raven's Progressive Matrices Reasoning" (Zhao et al., 2023).
  • Reproduced two published dataset generators, RAVEN and RAVEN-FAIR.
  • Reproduced the paper's three-stage neuro-symbolic pipeline — CNN → supervised VAE for semantic attribute extraction → cognitive-map relational reasoning — reaching 94% prediction accuracy.

Mar 2026 — Aug 2026 · Cognitive Systems, Universität Bamberg

LLM-Powered GDPR Compliance Classifier

Python · SvelteKit · PostgreSQL · Docker · Ollama

  • Built a tool that classifies survey questions against the special categories of personal data defined in Art. 9 GDPR.
  • Developed the full stack: SvelteKit/TypeScript frontend and API routes, PostgreSQL schema, and a three-container Docker Compose deployment. Kubernetes load balancing is planned.
  • Ran all LLM inference locally through Ollama so sensitive institute data never leaves the network.

Oct 2025 — Present · LIfBi

Both projects are closed source.

Skills

Languages
PythonJavaTypeScriptRSPSS (introductory)C-style languages (introductory)
Libraries & Tools
PyTorchNumPyPandasDockerOllamaUMLGit
Concepts
Machine LearningData ScienceDistributed SystemsObject-Oriented Architecture Patterns
Practices
Agile Project ManagementRequirements EngineeringContinuous IntegrationSoftware Maintenance
Spoken
German (native)English (certified B2)