Work Experience

• Data Scientist
  BMW Group, Munich, Germany (Mar 2021-Nov 2021)

• Created a Python-based machine learning end-to-end pipeline for automated data preparation.

• Applied machine learning methods for the prediction of error patterns in vehicle production using tools such as Numpy, Pandas and Sklearn.

• Developed, implemented, and tuned Deep Learning models using appropriate libraries (Keras, Tensorflow, Pytorch).

• Conducted an extensive exploratory data analysis using Splunk Enterprise 8.0 and Palantir Foundary Impact.

• Built a docker container environment for the use of NVIDIA multi-GPU-computing technology (Rapids).

• Devised recommendations for courses of action and advised team members on data-based solutions.

• Intern - Data Scientist
  BMW Group, Munich, Germany (Sep 2020-Mar 2021)

• Performed an explorative data analysis using RStudio and Python.

• Presented data and created illustrative graphics using various visualization techniques in RStudio (ggplot2).

• Assisted with the implementation of various state-of-the-art machine learning methods for the classification of errors in vehicle production: Deep Learning, Decision Trees, Association Rule Mining.

• Developed an algorithm for bulk extraction of data using a Rest API interface and queried data from relational databases via SQL.

• Provided technical and functional support for the implementation of a sustainability research project and assisted in preparing the proof of concept.

• Managed project planning, control and documentation with the help of the Agile Tool Chain (ATC): Confluence, Jira.

• Tracked agile methods by means of self-developed KPIs.

• Conducted interviews and conferences with internal colleagues as well as with external collaboration partners.

• Independently managed the recruiting process for junior target groups, including planning, conducting and following up on interviews.

• Intern - Psychologist
  Pro Mente, Salzburg, Austria (Mar 2017-Jun 2017)

• Assisted with the treatment of patients experiencing psychiatric disorders such as schizophrenia, personality disorders and affective disorders.

• Independently conducted assessments with patients.

• Helped patients to undertake cognitive training (including overcoming concentrational and motivational difficulties).

• Intern - Researcher
  University of Salzburg, Austria (Feb 2016-Mar 2016)

• Gained extensive insight into the daily work of scientific researchers working in the field of cognitive neuroscience.

• Provided assistance in creating a scientific experiment aimed at investigating transcranial electrical stimulation.