Dr. Sina Keller is a Privatdozentin at the KIT Faculty of Civil Engineering, Geosciences, and Environmental Sciences. In 2023, she completed her habilitation on "Concept and Application of Machine Learning Methods for Estimating Physical Quantities from Heterogeneous Geoinformation Data." She teaches and conducts research in machine learning applied to environmental informatics and is involved in interdisciplinary projects that integrate modern AI techniques with geographic information systems, remote sensing, and physical modeling.

Prior to her habilitation, Dr. Keller worked as a postdoctoral researcher at KIT, where she obtained her Ph.D. in natural sciences in 2015. Her academic journey also included a research stay as a visiting scientist at the Institute of Geodesy and Photogrammetry at ETH Zurich. During her doctoral studies, she served as a lecturer in mathematics at the Baden-Württemberg Cooperative State University Karlsruhe.

• Young Professionals' Forum of the Academy for Spatial Research and Planning (ARL), Germany
• Verband der Geographen an Deutschen Hochschulen (VDGH)
• German Red Cross Bühl-Achern - Civil Protection Rescue Dog Unit

• LinkedIn
• Researchgate
• ORCID

• KIT-Video of voluntary activity in the German Red Cross: https://www.youtube.com/watch?v=lrPGfqA-mBE

• Introduction to Big Data and Machine Learning in Environmental Sciences
• Fundamentals of Geographic Information Systems for Modeling and Planning (VL and exercise)
• Introduction | Logic and algebra at the DHBW Karlsruhe
• Introduction | Knowledge-based system at the DHBW Karlsruhe