Preparation of the clinical study for the project ?Pocovidscreen?.
Development of mathematical models and development of therapy for tinnitus.
Research on the lateral line system and the electrical sense of fish.
Supervision of bachelor and master students.
Theoretical Biophysics, Technical University Munich (TUM)
6 Monate
2023-07 - 2023-12
Data Scientist
Consultant
Consultant
Production data analysis
Application of various mathematical models, time series and L1-Regression
Programming in ?R ?
Presentation of Results
Roche Diagnostics
3 Monate
2023-01 - 2023-03
Data scientist
InternshipPython
Internship
Refreshing of Python skills
Development and job profiles; Data analyst, data scientist and data engineer
Revision and further development of the data science section in Confluence.
Python
Auticon GmbH
Munich
1 Jahr 6 Monate
2020-03 - 2021-08
Ai scientist and corona Startup founder
Foundation member
Foundation member
Development of the project orientation, data evaluation and participation by the Softwaredevelopment from the screening of Covid-19- infections with lung ultrasounds using machine learning and convolutional neural networks.
Planning, research grant application and implementation of a clinical study in cooperation with the Technical University of Munch (TUM).
auf Anfrage
7 Monate
2019-09 - 2020-03
Software development in C++
Software developer
Software developer
Software development in C++ and risk calculation for derivative products.
Unicredit Service
Munich
6 Monate
2019-02 - 2019-07
Cellular biophysics
Research Scientist, Data Scientist
Research Scientist, Data Scientist
Ludwig Maximillian University Munich
1 Jahr 6 Monate
2017-07 - 2018-12
Scientific collaboration
Research Scientist
Research Scientist
Center for Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld
1 Jahr 5 Monate
2016-03 - 2017-07
Academic collaboration
Research Scientist
Research Scientist
Yale University School of Medicine, New-Haven, USA
2 Jahre
2013-09 - 2015-08
various project tasks
Research Scientist
Research Scientist
Institute for Neuroscience in Medicine at research center Jülich (in leave at the Technical University of Munich)
4 Jahre 4 Monate
2011-05 - 2015-08
Theoretical Biophysics
Research Scientist
Research Scientist
Technical University Munich
1 Jahr 4 Monate
2009-12 - 2011-03
Mathematical modeling
Mathematical modeling and data analysis of various neural systems
Supervision of bachelor's and master's theses and leading seminars in theoretical neuroscience and complex systems (non-linear dynamics)
Authoring publications
Donders Center for Neuroscience at the Radboud University Nijmegen, Netherlands
Aus- und Weiterbildung
Aus- und Weiterbildung
6 Monate
2020-11 - 2021-04
Life Science Management
ATV GmbH, Munich
ATV GmbH, Munich
Acquisition of current and practical knowledge for the pharmaceutical industry.
Development of a theoretical and practical understanding of the processes and relationship in the development, manufacture, and marketing of life science products.
3 Monate
2017-06 - 2017-08
Data Incubator
Data Reply GmbH, Munich
Data Reply GmbH, Munich
Courses and projects in data wrangling, machine learning, SQL, data visualization, Hadoop and Spark.
Final project in collaboration with Social Sweethearts GmbH on programming personalized publicity in social media.
1 Monat
2013-07 - 2013-07
Certificate Hochschulelehre (level 1)
Prolehre, Technical University Munich
Prolehre, Technical University Munich
Formation in higher education didactic (60 hours).
4 Jahre 10 Monate
2005-05 - 2010-02
Doctoral Study
Theoretical Biophysics, Technical University Munich
Theoretical Biophysics, Technical University Munich
Title on request
4 Jahre 6 Monate
1998-09 - 2003-02
Physics Study
Baccalauréat es Sciences, Université de Montreal
Baccalauréat es Sciences
Université de Montreal
Recognized as formal qualification for doctoral study at the Technical University of Munich
Kompetenzen
Kompetenzen
Top-Skills
Data ScientistC++PythonNeural NetworkSQLRAzureMachine LearningMATLABMathematicaPandasTensorFlow
Produkte / Standards / Erfahrungen / Methoden
Summary
My motivation, ambition, sense of responsibility and independent way of working are my trademarks.
My work focusses on the mathematical modeling and the analysis of large amounts of data such as electrophysiological data, neurological data, EEG data biomedical data and ultrasound data.
I have experience in designing projects comprehensively from the conception, the definition of the need and up to its methodical implementation.
Programme/ Libraries:
Matlab
Mathematica
Scikitlearn
Numpy
Pandas
Tensorflow
Keras
tydir
Ggplot2
dplyr. Prophet
Microsoft-Office
Adobe Suite
LaTeX
Betriebssysteme
Mac OS
Linux
Windows
Programmiersprachen
Python
R
C/C++
SQL
Scholarships & Awards, Social work and Link to Publications on request
Einsatzorte
Einsatzorte
Munich (+200km)
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
7 Jahre 3 Monate
2017-07 - heute
Data scientist and Researcher
Visiting Scientist
Visiting Scientist
Preparation of the clinical study for the project ?Pocovidscreen?.
Development of mathematical models and development of therapy for tinnitus.
Research on the lateral line system and the electrical sense of fish.
Supervision of bachelor and master students.
Theoretical Biophysics, Technical University Munich (TUM)
6 Monate
2023-07 - 2023-12
Data Scientist
Consultant
Consultant
Production data analysis
Application of various mathematical models, time series and L1-Regression
Programming in ?R ?
Presentation of Results
Roche Diagnostics
3 Monate
2023-01 - 2023-03
Data scientist
InternshipPython
Internship
Refreshing of Python skills
Development and job profiles; Data analyst, data scientist and data engineer
Revision and further development of the data science section in Confluence.
Python
Auticon GmbH
Munich
1 Jahr 6 Monate
2020-03 - 2021-08
Ai scientist and corona Startup founder
Foundation member
Foundation member
Development of the project orientation, data evaluation and participation by the Softwaredevelopment from the screening of Covid-19- infections with lung ultrasounds using machine learning and convolutional neural networks.
Planning, research grant application and implementation of a clinical study in cooperation with the Technical University of Munch (TUM).
auf Anfrage
7 Monate
2019-09 - 2020-03
Software development in C++
Software developer
Software developer
Software development in C++ and risk calculation for derivative products.
Unicredit Service
Munich
6 Monate
2019-02 - 2019-07
Cellular biophysics
Research Scientist, Data Scientist
Research Scientist, Data Scientist
Ludwig Maximillian University Munich
1 Jahr 6 Monate
2017-07 - 2018-12
Scientific collaboration
Research Scientist
Research Scientist
Center for Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld
1 Jahr 5 Monate
2016-03 - 2017-07
Academic collaboration
Research Scientist
Research Scientist
Yale University School of Medicine, New-Haven, USA
2 Jahre
2013-09 - 2015-08
various project tasks
Research Scientist
Research Scientist
Institute for Neuroscience in Medicine at research center Jülich (in leave at the Technical University of Munich)
4 Jahre 4 Monate
2011-05 - 2015-08
Theoretical Biophysics
Research Scientist
Research Scientist
Technical University Munich
1 Jahr 4 Monate
2009-12 - 2011-03
Mathematical modeling
Mathematical modeling and data analysis of various neural systems
Supervision of bachelor's and master's theses and leading seminars in theoretical neuroscience and complex systems (non-linear dynamics)
Authoring publications
Donders Center for Neuroscience at the Radboud University Nijmegen, Netherlands
Aus- und Weiterbildung
Aus- und Weiterbildung
6 Monate
2020-11 - 2021-04
Life Science Management
ATV GmbH, Munich
ATV GmbH, Munich
Acquisition of current and practical knowledge for the pharmaceutical industry.
Development of a theoretical and practical understanding of the processes and relationship in the development, manufacture, and marketing of life science products.
3 Monate
2017-06 - 2017-08
Data Incubator
Data Reply GmbH, Munich
Data Reply GmbH, Munich
Courses and projects in data wrangling, machine learning, SQL, data visualization, Hadoop and Spark.
Final project in collaboration with Social Sweethearts GmbH on programming personalized publicity in social media.
1 Monat
2013-07 - 2013-07
Certificate Hochschulelehre (level 1)
Prolehre, Technical University Munich
Prolehre, Technical University Munich
Formation in higher education didactic (60 hours).
4 Jahre 10 Monate
2005-05 - 2010-02
Doctoral Study
Theoretical Biophysics, Technical University Munich
Theoretical Biophysics, Technical University Munich
Title on request
4 Jahre 6 Monate
1998-09 - 2003-02
Physics Study
Baccalauréat es Sciences, Université de Montreal
Baccalauréat es Sciences
Université de Montreal
Recognized as formal qualification for doctoral study at the Technical University of Munich
Kompetenzen
Kompetenzen
Top-Skills
Data ScientistC++PythonNeural NetworkSQLRAzureMachine LearningMATLABMathematicaPandasTensorFlow
Produkte / Standards / Erfahrungen / Methoden
Summary
My motivation, ambition, sense of responsibility and independent way of working are my trademarks.
My work focusses on the mathematical modeling and the analysis of large amounts of data such as electrophysiological data, neurological data, EEG data biomedical data and ultrasound data.
I have experience in designing projects comprehensively from the conception, the definition of the need and up to its methodical implementation.
Programme/ Libraries:
Matlab
Mathematica
Scikitlearn
Numpy
Pandas
Tensorflow
Keras
tydir
Ggplot2
dplyr. Prophet
Microsoft-Office
Adobe Suite
LaTeX
Betriebssysteme
Mac OS
Linux
Windows
Programmiersprachen
Python
R
C/C++
SQL
Scholarships & Awards, Social work and Link to Publications on request
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