My Projects
Bachelor Thesis
Semi-supervised anomaly detection in respiratory sounds: A comparative study of reconstruction and density estimation methods
Using the PyTorch framework, I implemented two anomaly detection models to predict healthy and pathological breathing sounds in a weakly-supervised fashion. Both methods achieved state-of-the-art results.
View on GitHub
Gaggia Classic PID Control
Arduino controlled PID modification for Gaggia Classic
To improve the temperature stability of my espresso machine, I designed the circuit and implemented the code in the Arduino IDE for a PID temperature control and paired it with a user-friendly web interface.
View on GitHub
Clou
Open Source Apple Books highlight exporter written in Swift
After Apple removed the functionality to export highlights and notes from books read in the Apple Books app, I created a companion app for macOS interacting with Apple Books' SQLite database. Using SwiftUI, I created a simple and native user interface to export all highlights to CSV files that can then be imported into other apps.
View on GitHub
Racky
Concept app showing available public bikestands in the city
To simplify the search for public bike stands, I created an app powered by the OpenStreetMap API and Google Firebase as the backend. The front end is created using SwiftUI and allows for an intuitive crowdsourced experience.
IBMS
Website for an Electrical Engineering Business
Being responsible for the company's website for over five years, they tasked me with a complete redesign of the website with CMS capabilities. Using the Bulma framework, I conceptualized and designed the website and added some custom JavaScript code to interact with third-party APIs.
See Live