I am a Civil Engineer Researcher focusing on digitalization and ML-based information processing to
automate time-consuming and repetitive civil engineering tasks and solve technically challenging problems.
I specialize in applying and developing robust intelligent information-based pipelines and solutions for
civil engineering challenges (e.g., Automated Parameterization and Vectorization of Scan2BIM, Building
Information Modeling of Damages, Cracks Analysis in Concrete, Proactive Digital Twin-based SHM).
Leveraging over six years of experience in academic and practical settings, my work as a research
associate at the Bauhaus University Weimar has allowed me to investigate the intricacies of advanced Damage
Information Modelling, analyze and model cyclic freezing and thawing cracking in concrete and their effect
on the concrete's frost resistance.
