How Semantic Watermark Robustness generalizes across Generative Models”, Final Grade 1.0 The advancement of generative AI models and the widespread presence of synthetic images create a need for r...

The Problem: No easy way of knowing if the washing machine, located in the basement and shared between three flats, is currently empty and ready to use. The Old Solution: walking down three sets of...

Has this ever happened to you? You love going to the movies, so much so that you buy an “Unlimited Subscription” to see even more movies at your local cinema. But now, there are so many movies to c...

You know the problem: Winter is coming, and you need to know the temperature/humidity in your home for heating purposes. You could buy a cheap gadget that tells you both values (boring). Or you cou...

For the course “Bildverarbeitung, Maschinelles Lernen und Computer Vision”, I have been part of a project to detect traffic lights in images and videos as well as the state of the traffic light (re...

As part of the course “Reinforcement Learning” at the University of Tübingen, I have implemented an agent for the Air Hockey environment using Pygame and OpenAI Gym. The environment simulates a sim...

Thesis: “Implementing DISTANA in PyTorch Geometric and Deep Graph Library” The goals of this work are twofold: (a) make DISTANA available on the increasingly popular APIs and to investigate PyTorc...

For a univeristy computer science group project, we were working on a project to develop a simple game with the only restriction being the theme “Gravity”. Out Slingshot game is developed using the...

For a computer science group project, I have been part of a project to visualize adversarial attacks on Deep Neural Networks (DNNs). The goal of the project was to understand how adversarial attack...