Dr. Sergej Schultenkämper

Lead Engineer · NLP & semantics

Sergej builds the AI solutions at wonk.ai that need to hold up after the PoC in production: measurably evaluated, clearly documented and adapted to the domain.

Machine learning and deep learning
Transformer and CNN architectures
Model evaluation and optimization
Production deployment of ML pipelines

Role at wonk.ai: Lead Engineer
Degree: Dr. rer. nat. in computer science
Teaching: HSBI · information systems

Sergej works where domain logic meets models: documented clearly, evaluated transparently and adapted to the domain.

Research

Doctorate with summa cum laude in the ADRIAN research project on privacy risks in online networks
Research at the University of the Bundeswehr Munich on digital identities, data disclosure and protective mechanisms in social networks
2× Best Paper Award, including NATO STO and ICIST
Applied AI prototypes and transfer of current research into the Mittelstand

At wonk.ai

Implementation in PoCs and pilots
Production deployment and scaling of ML pipelines
Integration of LLMs and AI tools into existing systems
Data quality, model quality and monitoring in operations

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