Experience

Joblift

• Germany
• Technology, Information and Internet
• 1 - 100 Employee

• Head of Data Science

  • Jun 2021 - Present



SmartRecruiters

• United States
• Software Development
• 400 - 500 Employee

• Senior Data Scientist

  • Oct 2020 - Jun 2021

• Data Scientist

  • Apr 2019 - Oct 2020

  Machine Learning and NLP for representing, understanding, and enriching job descriptions and resumes.



Siemens

• Germany
• Automation Machinery Manufacturing
• 700 & Above Employee

• Data Scientist

  • Apr 2018 - Apr 2019

  - Machine Learning for predictive maintenance - End-to-end development of cloud-based data analytics pipelines - Cleaning and preprocessing of IoT railway data - Demo at InnoTrans 2018, a premiere exhibition on mobility and transportation - Machine Learning for predictive maintenance - End-to-end development of cloud-based data analytics pipelines - Cleaning and preprocessing of IoT railway data - Demo at InnoTrans 2018, a premiere exhibition on mobility and transportation



L3S Research Center

• Research Services
• 1 - 100 Employee

• Research Associate

  • Apr 2013 - Mar 2018

  - Development of approaches based on Machine Learning in the areas of Information Retrieval, Web Data Mining and Multimedia Retrieval. - Experience in the different phases of Machine Learning pipelines, from data preprocessing to model evaluation and deployment. - Lead of the development of a research prototype within EU-funded project. - Author of several peer-reviewed publications at scientific conferences in the area of Information Retrieval, Web Search and Data Mining (e.g. WSDM, SIGIR, CIKM, ICMR, ECIR) and 1 book chapter. - Supervision of Master Thesis and Research Projects as well as teaching experience within the courses of Web Science and Machine Learning at the University of Hannover.