At Siemens Energy, I compared six competitors across 50+ features using more than 1,000 sources, then turned the findings into advice for management. I also studied sales and project data to identify growth markets and helped shape a tiered pricing model.
I built an AI assistant using more than 1,000 documents, improving its accuracy from 60% to 95%, and trained 25 colleagues to use it. At BMW Group, I built an AI assistant used weekly by 12 consultants and created dealer training used by BMW markets across Europe, Asia and Africa.
At KS Plastics Trading Company, I led marketing and sales, grew revenue from about €1M to over €3M, and led a team of 15+. I also moved more than 2,000 contacts into HubSpot and won a government tender worth about €1M. More recently, I built GeoSignal, a data product mapping new electricity demand in 197 countries from 90+ sources.

