Karin Melzer

Prof. Karin Melzer serves as a Professor at Esslingen University of Applied Sciences within the School of Computer Science and Engineering. Her institutional roles include:

• Equal Opportunity Officer overseeing university diversity initiatives
• Member of the International Committee facilitating global partnerships
• Liaison Professor (Vertrauensdozentin) for the German Academic Scholarship Foundation

She teaches core subjects in Mathematics, Statistics, Quantitative Methods, and Data Science, with consultation hours scheduled for Winterterm 2024/25.

Her research interests focus on:

• Data Science applications in automotive and educational contexts
• Statistical methodology for learning analytics
• Innovative Educational Technology including flipped classroom models
• Ethical AI integration in project management systems
• Quantitative assessment design for higher education
• Mathematics pedagogy through digital tools

Analysis of her 2020-2024 publications reveals a consistent trajectory toward technology-enhanced education, particularly in online assessment configuration and AI-driven instructional methods. Her work bridges theoretical statistics with practical applications in automotive R&D project management, emphasizing ethical considerations and efficiency metrics while developing video-free flipped classroom approaches.

During the 2021/22 academic year, she conducted applied research at DAIMLER Trucks North America's Data Intelligence Hub in Portland, Oregon, focusing on industrial data science implementations.