About

Work Experience

• Team Lead Data Science, neuefische GmbH - School and Pool for Digital Talent

  Sep, 2022 - Present

• Principal Data Science Coach, neuefische GmbH - School and Pool for Digital Talent

  Mar, 2022 - Sep, 20226 months

  • Leading 3 month Data Science Bootcamps
  • Development of new course material and curricula around ML Engineering
  • Set up of a modern data stack for reporting using Airbyte, DBT and Metabase

• Senior Machine Learning Engineer, FREE NOW (formerly mytaxi)

  Apr, 2020 - Mar, 20221 year 11 months

  • Technical leadership of a Data Science team providing dynamic pricing capabilities for the ride hailing platform.
  • Collaboration with other tech teams and stakeholders on maintenance and further development of the pricing capabilities
  • Definition and implementation of standards and best practices throughout the whole Data Science Department
  • Selection and technical screening for new hires

• Machine Learning Engineer, FREE NOW (formerly mytaxi)

  May, 2019 - Mar, 202010 months

• Machine Learning Engineer, enfore AG

  Jul, 2018 - Apr, 20199 months

  • Implementation of BI capabilities in the Enfore POS Application using GraphQL, Kafka and Debezium
  • Set up of internal BI including ETL and creating of first Dashboards using AWS QuickSight

• Data Scientist, Otto (GmbH & Co KG)

  Mar, 2017 - Jun, 20181 year 3 months

  • Development of a Fraud Detection System using Apache Spark and Kafka
  • Set up of ETL to represent all product related information over time and easily accessible for ML applications
  • Contribution to multiple applications in the fields of image similarities and detection
  • Development of text similarity based approach for product recommendations and similarities
  • Training of other Data Scientists on frameworks like Apache Spark, Docker and Airflow

• Master Thesis Student, Otto (GmbH & Co KG)

  Sep, 2016 - Mar, 20176 months

  Master Thesis on "Classification Learning for Off-Site Display Marketing ". Final Grade 1.0

• Data Science Intern, Otto (GmbH & Co KG)

  Apr, 2016 - Aug, 20164 months

• Data Analysis Teacher, Otto-Friedrich-Universität Bamberg

  Sep, 2012 - Jul, 20152 years 10 months

  Conducting the 1 year Course "Data Analysis in Stata"​ with the topics:
  Basics of 'Stata', descriptive statistics, multivariate statistics, factor analysis, lineare regression, logit regression, graphics in stata, data management with Stata

• Research Assistant and Student Team Adviser, Otto-Friedrich-Universität Bamberg, Department of Sociology - Methods of Empirical Social Research

  Sep, 2012 - Aug, 20141 year 11 months

  Data Analysis, Student-Teams contact person, Questionnaire-Design, Feedback on Assignments

• Research Assistant, The Leibniz Institute for Educational Trajectories

  Sep, 2013 - Mar, 20146 months

  Data Analysis with R and Stata (primary Multiple Imputation), Teaching- Assistance, LaTeX-Formatting of scientific papers

Skills

Education

Volunteer Work