zero-shot-das-denoising
My bachelor's thesis: Zero-Shot Denoising of Distributed Acoustic Sensing Data using Deep Priors
Presented as a poster at the IAGA-IASPEI Joint Scientific Assembly 2025 in Lisbon (abstract).
Hi, I’m Jannik!
I’m a Master’s student in Machine Learning at the University of Tübingen.
I’m interested in world models, and more broadly in how AI systems can develop an inherent understanding of the physical world. I’m curious how models can build meaningful representations of their environment. Specifically, I’d like to learn more about:
- 3D Vision
- Generative Modeling
- Representation Learning
- Geometric Deep Learning
Projects
ktracer
A basic path tracer written in Kotlin
command-favorites
Quickly access your favorite VS Code commands directly from the Command Palette
snapper
JUnit extension for Selenium-based visual regression testing
nnvisualized
A neural network visualized directly in the browser
pronit
A tool that automates project initialization
CV
Education
MSc Machine Learning
University of Tübingen
2025 – Present
- Current grade: 1.2
BSc Computer Science
TU Dortmund University
2021 – 2025
- Grade: 1.3
- Thesis: Zero-Shot Denoising of Distributed Acoustic Sensing Data using Deep Priors
Experience
Working Student, AI Research
Mercedes-Benz AG
2026 – Present
- Working on mesh-based machine learning surrogate models for crash simulation
Working Student, Software Development & Research
Materna Information & Communications SE
2024 – 2026
- Contributed to various research & development projects as part of the Corporate Innovation department
Working Student, Software Development
ingenit GmbH & Co. KG
2023 – 2024
- Worked as a student developer while receiving support through the DOMO scholarship program