Master Thesis Research

• Focus: AI reliability, open-set evaluation, image captioning research
• Tech Stack: Python, deep learning, evaluation pipelines, research documentation
• GitHub: View GitHub

Conducted thesis research on reliability challenges in AI systems, with emphasis on open-set behavior and dependable model evaluation.

The work connects experimental design, model assessment, and research communication for safer applied AI systems.