Curriculum Vitae

TU Munich

TU Berlin

IKIM — Institute for AI in Medicine, Essen

• Spearheaded research on text-guided PET image segmentation
• Investigated agentic alignment for safe autonomous medical systems
• Designed frameworks for autonomous skill creation for specialized medical AI agents

Hygh, Berlin

• Built a monorepo for multiplayer sessions running on digital signage screens
• Sync state between phone and display over WebSockets
• Ported ByteTrack to top-down scenarios for gaze analysis
• Hooked object detection into CI/CD so the inventory stays up to date on its own
• Consult Hygh on rolling out AI agents that take routine work off employees' plates

SeesDisease, Leer/Berlin

• Developed dual-model architecture achieving 82% AP₇₅ in the self-learning model
• Acquired pilot customers in medical research; deployed in Germany and Burkina Faso

Emden/Leer University of Applied Sciences

• Designed direct-control LLMs for robotics and created simulation environments
• Advised e-commerce companies on AI avatars; presented at technical trade fairs

• Preference-aware self-distillation for pixel-level and semantic alignment of missing modalities
• Novel Vision Transformer framework with adaptive regularization on BraTS2020

• Novel CNN architecture for simultaneous object and boundary segmentation
• Full-stack web application for automated analysis; published scientific results