Current Role
Senior Machine Learning Engineer
nowFeatured Projects
Seilgraben Network
2015 - 23Completely overhauled the networking infrastructure of my residence hall: from procuring new servers & switches, designing & building a WiFi infrastructure with over 30 APs & Single Sign-On, managing IT security to installing hypervisors & Docker.
Distributes password recovery among hundreds of GPUs. Automatically bids on the best price/performance GPUs at vast.ai, continuously adjusting for measured performance.
Built a web app to visualize buildings & energy usage of the Jülich Research Centre (FZJ). Scales to hundreds of thousands of data points, per building.
Additional Projects
Several upgrades for a K40 laser cutter: added an Arduino-powered LCD interface for precise power regulation; achieved increased accuracy and cleaner cuts through camera, line lasers and air assist; and completely replaced the internal controller, enabling higher-resolution engravings.
Theatrix
2011 - 12Deliver perfectly timed audio effects at your next theatre performance. Prepare a list of audio files on your PC and configure fade-in & -out, volume levels and more. A companion Android remote app allows you to start playback at the touch of a button.
Contributions & Collaborations
At Chalmers University, I worked alongside five other students on a model-driven software development course. As the team leader, I drew on our individual strengths to design and prototype a framework for autonomous simulated robots. Our results earned us the top grade.