What I'm focused on
- Process mining at manroland Goss web systems. Building Celonis analyses on SAP data for production and order processes.
- Finishing my bachelor's at Technische Hochschule Augsburg.
- Building out the AI side of the work: testing where language models actually hold up on the unstructured material around a process, and where they quietly don't.
- Open to projects and collaborations in analytics, data engineering, process automation, or applied GenAI: ideally somewhere with enough process complexity that measuring it pays for itself.
Currently learning
- LLM evaluation. Ground truth, field-by-field scoring, and a proper catalogue of failure modes: the boring half that decides whether a GenAI tool is trustworthy enough to put in front of anyone.
- Copilot Studio and Power Automate, for automation that reaches people who do not write code.
- PySpark and Splunk, for the event logs and machine data that stop fitting comfortably on one machine.
- Finance process mining. Accounts payable and receivable, so far from the Celonis Academy side rather than from work I have shipped.
Outside work
- Reading: mostly non-fiction on how people actually make decisions, which turns out to be the same problem as process mining from a different angle.
- Films about history, mostly: the ones that take the period seriously rather than using it as a backdrop.