I am an optimistic realist, who is passionate about making music and technology.
Projects
TimbreMill: (2019/20): I developed a Deep Learning algorithm that can turn any audio
into an organ or a piano. Try it out here.
Image Super-Resolution: (2019): For my Master's Thesis, I advanced the state-of-the-art
in Image Super-Resolution for real-world settings by developing a novel GAN-based approach.
The method won the AIM Challenge on Real World Super-Resolution
at ICCV 2019. Check out the paper here.
Reinforcement Learning (2018): During a 16 week student project, I looked into
Curiosity Driven Reinforcement Learning and developed a method to improve exploration.
The work was published at ICTAI 2018. The paper can be found here.
SUNCAR iRoadster (2016/17): As part of a year-long project we developed the drive train for a modular electric car.
For the project we partnered with thyssenkrupp
and DANISI ENGINEERING to build the entire vehicle from scratch.
Check out the presentation of the final prototype here.
Music
I am a passionate guitarist and I certainly enjoy singing too.
Here is a song that I wrote and produced for my solo-project Split.