cv
Curriculum Vitae
Basics
Name | Michael Färber |
Profession | Full Professor (W3) |
michael.faerber@tu-dresden.de | |
Phone | +49 (0)351 463 40900 |
Url | http://scale-scads.ai/ |
Summary | Since April 2024, I have been W3 Full Professor at TU Dresden and the AI Center ScaDS.AI. My research focuses on natural language processing, knowledge representation, and machine learning, including neurosymbolic and explainable AI. I have authored over 100 peer-reviewed publications and secured various third-party funding as a Principal Investigator. Since 2019, I have taught lectures to 600 students and introduced the course “Behind the Secrets of Large Language Models.” Additionally, my B.A. in philosophy supports my interdisciplinary approach. |
Work
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2024.04 - Present Full Professor (W3)
ScaDS.AI, TU Dresden
- Leading the Scalable Software Architectures for Data Analytics group (6 PhD students, 1 postdoc)
- Appointed at the age of 36
- Department leader for Cognitive AI at ScaDS.AI
- Elected Member of the Faculty Council of Computer Science, TU Dresden
-
2020.10 - 2024.03 Deputy Full Professor (W3)
Karlsruhe Institute of Technology (KIT)
- Substitute for Prof. Dr. York Sure-Vetter as head of the Web Science research group (AIFB); led a team of 7 PhD students and 2 postdocs
- Oversaw research on NLP, Knowledge Graphs, Machine Learning
- Managed multiple projects (e.g., ProData, digilog@bw)
- Taught large lectures with audiences of up to 600 students
-
2019.04 - 2020.09 Postdoctoral Researcher
Karlsruhe Institute of Technology (KIT)
- Conducted independent research on Knowledge Graphs, NLP, and ML-related topics
- Supervised four PhD students
- Taught both in German and English
- Served as Principal Investigator in several research projects
-
2017.10 - 2018.09 Postdoctoral Researcher (JSPS Fellowship)
Kyoto University
- Awarded a prestigious JSPS fellowship for independent research in information retrieval
- One of only 15 JSPS fellows awarded worldwide in that period
- Co-supervised bachelor’s and master’s students
-
2017.04 - 2019.03 Postdoctoral Researcher
University of Freiburg
- Led research on scholarly recommendation systems and knowledge graph topics
- Supervised bachelor’s and master’s theses
- Gained funding and managed industry collaboration (BMW Group)
-
2014.05 - 2014.09 Research Scientist Intern
Bloomberg L.P.
- Conducted research on detecting novel events from news and contributed to the Bloomberg NLP framework
- Applied NLP solutions to real-world financial news data
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2012.04 - 2017.02 PhD Student / Research Associate
Karlsruhe Institute of Technology (KIT)
- Conducted research on semantic search for novel information
- Involved in multiple BMBF and EU projects (syncTech, xLiMe), managed the Software Campus project SUITE
- Supervised 23 theses and led seminar courses
- Handled financial controlling for the research group
Education
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2012.04 - 2017.02 Karlsruhe, Germany
PhD (Dr.-Ing.)
Karlsruhe Institute of Technology (KIT)
Computer Science
- Thesis: Semantic Search for Novel Information
-
2009.04 - 2012.03 Ulm, Germany
Bachelor of Arts (B.A.)
Ulm University
Philosophy
- Thesis: The Moral Philosophical Foundations of David Hume and Adam Smith – A Comparison
-
2006.10 - 2011.05 Ulm, Germany
Awards
- 2023
- 2023
NII Scholarship
National Institute of Informatics (NII), Tokyo
Two-month research stay at NII, Tokyo.
- 2022
- 2022
Guest Professorship
University of Innsbruck (DiSC)
Two-month research stay at the University of Innsbruck.
- 2020
- 2019
Outstanding Lecture Award
KIT Faculty of Economics & Management
Recognized for excellent teaching performance.
- 2019
- 2018
Outstanding Paper Award
Semantic Web Journal
For “Linked Data Quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO.”
- 2017
JSPS Fellowship
Japan Society for the Promotion of Science (JSPS)
One-year research stay at Kyoto University; awarded to only 15 researchers worldwide.
- 2018
- 2017
- 2015
Award for Extraordinary Commitment
Karlsruhe Institute of Technology (KIT)
Received €3,000 for outstanding performance and dedication.
- 2014
- 2012
Award for Bachelor Thesis
Ulm University & Museumsgesellschaft Ulm
€5,000 prize for an excellent bachelor thesis.
- 2008
- 2007
Publications
-
Full Publication List
Over 100 publications, including top-tier conference papers (ACL, EMNLP, NAACL, CIKM, ECML, KDD, ISWC) and journal articles.
Languages
German | |
Native speaker |
English | |
Fluent |
References
Prof. Dr. York Sure-Vetter | |
Director, Nationale Forschungsdateninfrastruktur (NFDI), Karlsruhe, Germany |
Prof. Dr. Wolfgang Nagel | |
Director, Center for Interdisciplinary Digital Sciences (CIDS), TU Dresden, Dresden, Germany |
Prof. Dr. Rudi Studer | |
Karlsruhe Institute of Technology (KIT), Institute AIFB, Karlsruhe, Germany |
Prof. Dr. Adam Jatowt | |
University of Innsbruck, Department of Computer Science & DiSC, Innsbruck, Austria |
Projects
- 2022.01 - Present
- 2024.09 - 2024.12
- 2023.09 - 2024.02
- 2023.07 - 2024.12
- 2023.01 - 2024.06
KIWI
Artificial Intelligence to Detect and Characterize Wake Turbulence in LiDAR Scans
- BMDV, €80,000 own funding
- 2021.11 - 2023.10
- 2021.07 - 2022.12
ChemKB
Chemistry Knowledge Base -- Creating a Knowledge Base for Chemistry as a Basis for Future Scientific Information
- KIT (Strategy Fund), €95,000 own funding
- 2020.11 - 2023.10
KIGLIS
Artificial Intelligence Processes for Optimizing Fiber Optic Networks Using the Example of an Intelligent City
- BMBF, €562,000 own funding
- 2019.04 - 2022.12
digilog@bw
Digitization in Dialogue
- Ministry of Science, Research and Art Baden-Württemberg, €205,000 own funding
- 2022.06 - 2022.11
- 2020.01 - 2021.12
SIRS
Scholarly Information Recommender Systems Using Knowledge Graphs
- DAAD & Ministry of Foreign Affairs, €9,000 own funding
- 2019.04 - 2021.03
- 2020.08 - 2021.01
TransPer
Transparent Personalization of E-Commerce
- BMBF (Smart Data Innovation Challenges), €35,000 own funding
- 2020.08 - 2020.12
DataScore for DORA4KIT
Prototype Development of Reward Systems for Students and Researchers
- KIT, €17,000 own funding
- 2020.03 - 2020.12
AI4Peace
Mediating Machines? Opportunities and Challenges of Artificial Intelligence in Peacemaking
- Volkswagen Foundation
- 2019.06 - 2019.11
Developing an Interlinking Framework
- BMW Group, €71,000 funding
- 2018.04 - 2019.03
ReCits
Recommending Relevant Citations in Text
- University of Freiburg (Innovation Fund), €25,000 own funding
- 2017.12 - 2019.02
- 2017.10 - 2018.09
Scientification
Automatically Enriching Text with Citations and References
- Japan Society for the Promotion of Science (JSPS), €37,000 own funding
- 2016.01 - 2016.12
Prototypical Development and Evaluation of a Watson-based Information System
- BMW Group, €140,000 own funding
- 2014.04 - 2016.03
SUITE
Semi-Automatic Detection and Knowledge Base-Integration of Novelties from Text Documents
- BMBF (Software Campus), €100,000 own funding