Hello! I'm Manuel, a machine learning engineer based in Karlsruhe, Germany.
I enjoy creating meaningful software products driven by data. My goal is to create innovative machine learning solutions to drive sustainability and make this world a little bit better.
Here are a few technologies I've been working with recently:
Where I’ve Worked
Co-Founger & Machine Learning Engineer @ Reasonance
November 2019 - Current
- Leading the development of our platform to operationalize digital solutions
- Led external project for large-scale process automation
- Implemented a digital twin of a district heating network and optimized runtime parameters to reduce heat losses
Some Things I’ve Built
Learning to Link
An algorithm and its highly optimized implementation to learn the best hierarchical clustering algorithm configuration and metric combination for partly labeled image data.
- Hierarchical Clustering
- Machine Learning Theory
Continuing Education Platform
A prototype of a platform for continuing education together with the German Federal Minstry of Labor and Social Affairs as part of the National Continuing Education Strategy 2021.
- Web Scraping
Other Noteworthy Projects
Get In Touch
Although I'm not currently looking for any new opportunities, my inbox is always open. Whether you have a question or just want to say hi, I'll try my best to get back to you!Say Hello