Dr. Karsten Berger

Angestellt, Systems Developer, AUDI AG

Ingolstadt, Deutschland

Über mich

I enjoy creative work, exploratory analysis, problem solving and creating predictive models. I like working in international teams and I enjoy travelling. I have ten years experience in data analysis, especially using random forests and boosted decision trees. For my future I am looking for a position in data science. I prefer 100% remote working.

Fähigkeiten und Kenntnisse

Physics
Particle physics
Astronomy
Astrophysics
Bash (Shell)
Statistics
Statistical Analysis
Data Analysis
Big Data Analytics
Microsoft Word
Microsoft Excel
PowerPoint
Linux
Project management
Leadership
Team leadership
Project Planning
Software Development
Machine learning
Python

Werdegang

Berufserfahrung von Karsten Berger

  • Bis heute 1 Jahr und 5 Monate, seit Feb. 2023

    Systems Developer

    AUDI AG

    Performance analysis, predictive modeling and release strategy for autonomous driving.

  • Bis heute 1 Jahr und 5 Monate, seit Feb. 2023

    Systems Developer

    AUDI AG
  • 1 Jahr und 11 Monate, Mai 2018 - März 2020

    Functional Safety Manager

    AUDI AG
  • 2 Monate, Okt. 2016 - Nov. 2016

    Testmanager

    Bertrandt

    Designing and documenting test cases for an intelligent parking assistent. Managing the test case library. Exchange with feature and software developers.

  • 1 Jahr und 11 Monate, Nov. 2014 - Sep. 2016

    Project Manager

    P3

    Testmanagement, work scheduling, preparation, execution and documentation of HMI testing in the automotive industry.

  • 1 Jahr und 10 Monate, Jan. 2013 - Okt. 2014

    Postdoctoral Researcher

    University of Delaware

    Big data analysis (for the international, US led VERITAS Collaboration). Member of the VERITAS speakers bureau. Referee for NASA. Supervision of graduate students. Referee for the journal Astronomy and Astrophysics. Software developement. Scientific publications and conference participation.

  • 2 Jahre und 9 Monate, Apr. 2010 - Dez. 2012

    Postdoctoral Researcher

    Instituto Astrofísica de Canarias

    Big data analysis. Leading MAGIC observation shift and training of observation shift leaders. Supervision of graduate students. Publication management for the MAGIC Collaboration. Coordination of the MAGIC observing schedule and the MAGIC scientific working group for extra-galactic objects. Member of the MAGIC editorial board. Member of the MAGIC time allocation committee. Participation in Collaboration Board meetings. Scientific publications and attendence of scientific conferences.

  • 2 Monate, Feb. 2010 - März 2010

    Postdoctoral Researcher

    University of Split

    Scientific consultation and strategic planning. Supervision of graduate students. Big data analysis for the MAGIC Collaboration and planning of future MAGIC observation projects. Leading MAGIC observing shifts. Scientific publications and attendence of scientific conferences.

  • 4 Monate, Okt. 2009 - Jan. 2010

    Postdoctoral Researcher

    Tuorla Observatory

    Supervision of graduate students. Scientific exchange and strategic planning. MAGIC big data analysis. Leading MAGIC observing shifts. Scientific publications.

  • 1 Monat, Sep. 2009 - Sep. 2009

    Postdoctoral Researcher

    University of Rijeka

    Scientific consultation and strategic planning. Supervision of graduate students. Big data analysis for the MAGIC Collaboration and planning of future MAGIC observation projects. Leading MAGIC observing shifts. Scientific publications and attendence of scientific conferences.

  • 11 Monate, Okt. 2008 - Aug. 2009

    Postdoctoral Researcher

    Uniwersytet Lodzki

    Big data analysis for the international MAGIC Collaboration. Leading MAGIC observing shifts. Internal referee for the MAGIC Collaboration. Representation of the Uniwersytet Lodzki at MAGIC Collaboration Board meetings. Scientific pulications and attendings scientific conferences.

  • 2 Jahre und 3 Monate, Juli 2006 - Sep. 2008

    Scientific assistant

    Julius-Maximilians Universität Würzburg

    Dissertation on the topic of "Low peaked and intermediate peaked BL Lacertae objects in the very high energy gamma-ray regime". Big data analysis in the MAGIC Collaboration. Leading MAGIC observing shifts. Supervision of diploma students. Responsible for the MAGIC Datacenter in Würzburg

  • Testmanager

    Bertrandt

Ausbildung von Karsten Berger

  • 3 Jahre und 10 Monate, Okt. 2005 - Juli 2009

    Physics

    Julius-Maximilians-Universität Würzburg

    Very high energy gamma-ray emission of low peaked BL Lacertae objects.

  • 5 Jahre, Okt. 2000 - Sep. 2005

    Physics

    Julius-Maximilians-Universität Würzburg

    Astronomy

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

  • Französisch

    Gut

  • Spanisch

    Gut

  • Latin

    -

Interessen

Photography
Running
Playing piano
Astronomy
Cooking

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