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Philipp Dumbach, M. Sc.

Research Associate

Department of Computer Science
Lehrstuhl für Informatik 14 (Maschinelles Lernen und Datenanalytik)

Room: Room 01.010
Carl-Thiersch-Str. 2b
91052 Erlangen
Germany

LinkedIn

ResearchGate

 

 

 Since 11/2017 Research Associate at the Machine Learning and Data Analytics Lab
Friedrich-Alexander University Erlangen-Nürnberg
 Since 11/2017 Research Associate at the Central Institute of Medical Engineering (ZiMT)
Friedrich-Alexander University Erlangen-Nürnberg
10/2014 – 05/2017 Master’s Degree (M. Sc.)  “Industrial Engineering and Management“
Friedrich-Alexander University Erlangen-Nürnberg
07/2015 – 12/2015 Semester Abroad in Australia
Royal Melbourne Institute of Technology (RMIT)
10/2011 – 01/2015 Bachelor’s Degree (B. Sc.) “Industrial Engineering and Management”
Friedrich-Alexander University Erlangen-Nürnberg

Courses

Innovation Lab for Wearable and Ubiquitous Computing
Seminar Medical Devices of the Future
Seminar Operating Room of the Future
MedTech Entrepreneurship Lab

 

Thesis supervision

Year Type Name Title
2019 Bachelor Thesis Ilija Borodin Modeling regional relationships – an automated network based website analysis
2019 / 2020 Master Thesis Alexander Aly Data Analysis and Process Mining opportunities with Git and GitLab log data in agile university projects
2020 Master Thesis Ruining Liu Adoption of Artificial Intelligence in healthcare SMEs: a qualitative-empirical interview study
2020 Bachelor Thesis Johannes Jablonski
2020 Master Thesis Long Do

[B] = Bachelor’s Thesis, [M] = Master’s Thesis, [I] = Implementation Task (for Computer Science “Master Project” or Medical Engineering “Research Internship” (Forschungspraktikum))

Thesis ID Scope Topic Area
2004 B / P / M Evaluation of Agile methods in Medical Device Software development – Perspective of industry experts in the framework of a qualitative-empirical study Agile Development, Medical Device Software
2024 B / P / M Strategic Impact of AI knowledge within industries and organizations Artificial Intelligence, Strategy Management
2025 B / P / M Adoption of AI in SMEs – Perspective of industry experts in the framework of a qualitative-empirical study Artificial Intelligence, Innovation Management
2026 B / P / M Process Mining opportunities in agile software development projects Data Analysis, Process Mining

  • The GitLab Analyser – Process Mining opportunities in educational software engineering.
  • Standalone application is available here (Windows).


  • Green Belt ML@Operations
    This project develops a seminar on applied machine learning for engineers in production and quality.

2020

  • “Entrepreneurship in MedTech and Digital Health – From Medical Valley on your journey through Europe”, life@FAU, FAU Graduate School for Life Sciences, Universitätsklinikum Erlangen, Erlangen.

2019

  • “Entrepreneurship in MedTech and Digital Health – from Medical Valley to Europe”, life@FAU, FAU Graduate School for Life Sciences, Universitätsklinikum Erlangen, Erlangen.
  • “Medical Technology at FAU – EIT Health MedTech Bootcamp 2019”, MEDICEN Paris Region, Paris.

2018

  • “How to pitch”, HACK|BAY 2018, ZOLLHOF Tech-Incubator, Nürnberg.