About Me
Hello everyone, I am a mathematician working in the automotive industry as a Machine Learning Engineer. Currently, I am writing my PhD thesis in cooperation with ZF Friedrichshafen AG and the University of Osnabrück. The topic of the thesis is in the field of time series classification for highly sampled data such as audio or structure-borne sound. My research interests are in applying graph theory and complex networks to solve machine learning problems.
If there is any time left over, I work on web development projects and fun business ideas, which has led me to create an online store for alpaca merchandise and a website through which you can find random items on Amazon.
CV
-
2021/10 - Environmental Award Winner
In an interdisciplinary team of doctoral students from ZF Friedrichshafen AG, we have developed an anomaly detection algorithm that recognizes wear in wind turbines. This was awarded 1st place by the Stiftung Umweltpreis and with the best paper award from CoEEE in 2021.
-
10/2018-01/2020 - Project Sound.AI at ZF Friedrichshafen AG
Development of deep learning algorithms for the classification of sirens in road traffic in the field of autonomous driving.
-
04/2017-02/2019 - Master of Science Mathematics
Graduated from University of Osnabrück with distinction (german GPA 1.3) in mathematics with a specialization in stochastics and a minor in economics.
-
10/2013-03/2017 - Bachelor of Science Mathematics
Graduated from University of Osnabrück with distinction (german GPA 1.5) in mathematics and a minor in business administration.
-
10/2017-09/2018 - Teaching Assistant at University of Osnabrück
Classes: Probability Theory and Applied Mathematics.
-
05/2017-11/2018 - Working Student at Prof. Roll & Pastuch Management Consultants
Tasks: Support in project work.
-
07/2017-09/2017 - Intern Data Analytics ARAG SE
Tasks: Building R-Shiny dashboard to manage a sales promotion, analyzing customer movements and transfers between different sales channels.
-
10/2016-03/2017 - Intern Risk Management NORD/LB
Tasks: Further development of IT tools to improve data quality in loss data collection.
-
Since 07/2014 - Member of the City Council of Stemwede
Parliamentary Leader of the SPD Stemwede, Member of the Finance Committee and the Committee for Building, Planning, Environment and Digitalization.