About me

I am happy to welcome you on my personal page! ☺️

Some information about me:

🎒 Previously, I worked at Kolibri Games, Porsche and BCG

🏃🏼 In my spare time, I am currently training for a marathon

👨🏼‍💻 I love coding, please find examples in the projects section

Projects

Here are some of the projects I have been working on recently.

Neural Beamforming

StudentHack

POI Detector

SDaCathon

  • Current semester
    I am working on my master's thesis about neural beamforming and speech separation. Feel free to check out my progress.

  • 24.11.2022 - 25.11.2022
    Paticipation with a team of five in the StudentHack programming competition. We built a predictive maintanance product for a pump manufacturer. Predictions are based on a neural network ensemble made up of a DNN, a CNN and an LSTM network. SHAP explanations were used for explainability.
    Out of six teams, we achieved second place winning 500€.
    The code can be found in this Repo.
  • Summer semester 2021
    Paticipation with a team of five in the Artificial Intelligence in Service Systems: Computer Vision course. We developed a point of interest detector for buildings and statues across the KIT campus. The model was based on a pretrained tiny-Yolo version, so that it could be deployed on a Jetson Nano. It achieved a mAP >90%.
    The results are demonstrated in this youtube video.

If you want to reach out...