Hi there! I am a Data Scientist, Co-Founder and Managing Director of SKOPOS ELEMENTS. My previous academic research at the University of Bonn was focused on statistical practice and replicability in psychological science. At SKOPOS ELEMENTS, we implement state of the art solutions for data-driven companies — using both statistical methods and cutting edge machine learning. My talks and workshops focus on data science, replicable research methods, and the future of data science in business.
We are a consultancy, providing data science solutions for our clients. Using statistics, machine learning, and software engineering we help our clients to become more data-driven.
Advancing market research through the implementation of data science and machine learning methods. Building a team of data scientist and providing individual, data-centered solutions for our customers.
Academic research on questions of replicability in psychological science and statistical practice (hypothesis testing, statistical modeling, Bayesian statistics). Teaching Master students in psychology on testing, decision-making and psychological assessment.
Giving workshops and talks on Data Science, statistics and research methods. A selection of workshops and talks:
Dissertation title: The Replication Crisis in Psychology: Statistical and Meta-Scientiﬁc Perspectives
Grade: 1.1 (Summa cum laude)
Master thesis: „Statistical validation of data quality using simulation-based methods”
Bachelor thesis: „The Influence of Genetics and Personality on Soft-Drink Preference: A Neuromarketing Study involving Eye-Tracking Measurements”
These interests have contributed to my research publications below.