Spearheading the development of MLOps and crafting the MLOps strategies, guiding the market exploration efforts wrt. to MLOPs, and managing requirements.
Product ownership for the loss-prevention products, while developing a completely new AI-based product for the supervision of the baked goods shelves.
In depth market research, including market size, market trends, and competition analysis for 6 potential business cases.
The Postdoc UNIKAT Fellowship sponsored by the B. Braun Melsungen AG for outstanding applied research at the University of Kassel allowed me to explore the precision farming market and proof the concept with one potential client.
Business development and implementation of a SaaS/mobile app solution for early plant disease detection.
Implement active learning in combination with deep learning; management of the annotation team.
Implementing the decision support model for evaluating early stage investment opportunities.
The areas of responsibilities were a combination of CTO/CEO, focused more on the technical part.
Development of active machine learning algorithms that take the uncertainty of the annotators into consideration. Writing grant proposals and publishing 24 peer-reviewed papers.