Lead Data Scientist & ML Engineer

• Feb 2023 - Present

Senior Data Scientist

• Feb 2022 - Feb 2023

Data Scientist

• Feb 2021 - Jan 2022

Ph.D. Candidate

• Nov 2015 - Jul 2021

Dissertation: ”Supporting Therapy Success by Developing Predictive Models in E-Mental-Health”

Lecturer

• Apr 2017 - Aug 2019

I was a lecturer for the course "Information Systems - Theory and Practice". The course was instructed in English and I focused mainly on the basic steps of data analysis and business process modeling. In 2019/2020, I was also a lecturer for the course "Introduction to Programming with Python". I have received very good evaluations for both courses.

Research Associate

• Sep 2016 - Jul 2017

I analyzed data in the field of psychology. The analysis included the prediction of treatment success or the prediction of mood levels of depressive patients by using machine learning techniques. Thus, we developed machine learning approaches for assessing the impact ofInternet-based treatment on an individual patient level. Additionally, I created reports for the EU funded project ”E-COMPARED”.

Research Assistant

• Sep 2013 - Oct 2015

I was responsible for system administration, maintenance, and architecture configuration for the management information system in the EU funded project ”Innovations Inkubator”. I conducted data analysis for assessing the impact of different projects and created reports in order to support managerial decision-making. Additionally, I was responsible for First-Level-Support, Server-Support, and Database-Support.

Student Assistant

• Oct 2012 - Aug 2013

I supported the development of online marketing strategies of the marketing department. Here, I performed SEO and SEA activities and created online marketing reports.

Data Scientist

• Mar 2019 - Dec 2020

I analyzed user journey data in online marketing by utilizing ML approaches (part-time and later full-time).

Data Scientist

• Jan 2016 - Mar 2019

I developed automated UI tests and supported the analysis of user journey data in online marketing (on a part-time basis while pursuing my PhD).

Assistant in Data Analysis

• Aug 2013 - Jan 2014

I prepared business proposals, assisted in user journey analysis, and represented the company at networking conference on a limited student basis in parallel to M.A. studies. I prepared business proposals, assisted in user journey analysis, and represented the company at networking conference on a limited student basis in parallel to M.A. studies.

Intern

• Feb 2013 - Apr 2013

I prepared business proposals and supported the creation of presentations. I prepared business proposals and supported the creation of presentations.