AutoLern
June 1, 2025
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1 min read
I joined AutoLern toward the later phase of the project to support the application of machine learning in production environments. My contribution focused on helping translate research results into deployable solutions that could be integrated into industrial workflows rather than remaining isolated prototype models.
In particular, I worked on questions around deploying machine learning models on real systems, where robustness, maintainability, and interaction with existing automation infrastructure matter just as much as model quality. This work complemented the broader project goal of enabling self-learning machine tools that can assess model validity during operation and adapt to changing boundary conditions.
Authors
Head of Research Industrial Robotics & Scientific Coordinator of CRC 1574
Hi I am Jan! I am a researcher working at the intersection of robotics and manufacturing. My work focuses on intelligent robotic manufacturing systems, where reconfigurable hardware and autonomous reasoning systems meet to enable autonomous and circular production. I also coordinate the Industrial Robotics research at wbk Institute of Production Science, KIT, as well as the Collaborative Research Centre 1574 Circular Factory for the Perpetual Innovative Product.