Friedrich Münke

Role/level: Director of Data Science / CV lead who’s still hands-onDomain sweet spot: Applied computer vision in the real world (road damage, infrastructure, asset inventory)Core strengths: Turning messy field data into deployed systems; pragmatic model + pipeline thinking; strong engineering intuitionMentoring style: Direct, high-standards, outcome-driven; focuses on fundamentals, reproducibility, and “what ships”Best fit mentees: Engineers/researchers who want to level up from experiments to reliable production impactSignature topics: Deployment-minded CV, evaluation discipline, dataset strategy, scaling team practices (naming/logging/ops)