Hi, I’m Melanie 👋
I am a PhD student at the TUM Chair of Computational Imaging and AI in Medicine and the Munich Center for Machine Learning (MCML), working on 3D reconstruction from medical ultrasound imaging data.
I hold an M.Sc. in Mathematics in Data Science from the Technical University of Munich (TUM). I’m passionate about bridging the gap between mathematical theory and real-world applications.
Outside of academia, I enjoy building hands-on projects like Meveta, a documentation platform for mobile veterinarians, or posEQuest, a computer-vision based coaching tool for equestrian sports.
- Based in: Munich, Germany
- Currently: PhD Student (MCML & TUM) · since Aug 2026
- Interests: 3D Reconstruction, Computer Vision, Mathematics
Email (University): melanie-maria.maier@tum.de
Email (Private): melanie-maria.maier@t-online.de
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Research Interests and Projects
- 3D Reconstruction: 3D reconstruction from ultrasound imaging
- Biosignal Analysis: Machine learning for ECG signals
- Generative Models: Elucidated Diffusion Models (EDM) for satellite image downscaling
- Reinforcement Learning: VLM-assisted RL agents and robust evaluation in unseen environments
Personal Interests
- Entrepreneurship: Shaping the next wave of tech
- Sports: Passionate equestrian athlete and trainer