About Me
What do I do?
Feel free to take a look at my preferred languages and tools below or my projects.
Languages
Frameworks
Tools
Projects
Top Tips
Top Tips is a lightweight guessing game for handball leagues. You can choose from more than 130 leagues in 25 countries as well as international leagues.
You can create groups for different leagues and seasons and play with your friends.
The app was built with Vue and Ionic. You can find the app on Google Play or on the web.
Autoencoder
This project encompasses autoencoders, more specifically denoising autoencoders. These autoencoders were used for a paper during my Bachelor studies and were trained to reconstruct (noisy) MNIST images. Tensorflow (i.e. keras) was the main library used for autoencoder construction and training.
GitLab compatible ktlint reporter
ktlint is a simple linter for Kotlin. There are many built-in linting reporters (with different output formats) and several custom reporters for ktlint. We used GitLab and Kotlin in a university project, however no correctly formatted reporter existed, so I decided to write this one. This correctly formatted output can be used in GitLab CI to automatically highlight lint errors with information like file or line number as seen above.
Text Analytics - Party Programs
As an exam substitute for a Text Analytics course we explored semi-automatic analysis of political parties, in this case major German political parties. We used the party manifestos and extracted topics using LDA and HDP, as well as BERT. All paragraphs of the manifestos were then categorized and each category summarized.
Text Analytics - Web Interface
As an easy way to interact with the results of the aforementioned text analytics project, we created a web interface. In this interface, each category displays anonymized summaries for each analyzed party. The user can rate these summaries and in the end receives a ranking of what party the user agrees most with.