I studied mechanical engineering, so I learned how production lines work before I learned how to model their data. That still shapes how I build: start with the people on the floor and the decision they need to make.
Two years as a data engineer on AWS taught me that reliable pipelines matter more than clever models. A co-op at Veeco took me into failure prediction and my first RAG system.
At Mercedes-Benz I’ve helped take a plant from scattered data to one lakehouse, then to assistants, agents and models that act on it.
