Postdoctoral researcher
University of Göttingen
Schlagwörter
Data Analysis
Statistiken
Unterrichten
Physik
Information Engineering
Machine Learning
Postdoc
Python
Postgresql
Wissenschaftliches Rechnen
Skills
Data Science and Machine Learning
Expertise in statistical physics, machine learning algorithms, and data analysis techniques for complex systems and networks.
Programming Languages
Proficiency in Python, Scikit, PyTorch, Julia, SQL/PostgreSQL, and Git for data analysis and scientific computing.
Statistical Analysis
Strong background in statistical physics and data analysis, with experience in research and teaching on disordered systems and random matrix theory.
Data Engineering
Recent training and certification in Data Engineering, expanding expertise in this field.
Network Theory
Specialization in network theory and its applications in complex systems and data analysis.
Scientific Research
Experience in authoring peer-reviewed publications and conducting postdoctoral research in statistical physics and related fields.
Teaching
Experience in lecturing graduate-level courses at the University of Göttingen.
Expertise in statistical physics, machine learning algorithms, and data analysis techniques for complex systems and networks.
Programming Languages
Proficiency in Python, Scikit, PyTorch, Julia, SQL/PostgreSQL, and Git for data analysis and scientific computing.
Statistical Analysis
Strong background in statistical physics and data analysis, with experience in research and teaching on disordered systems and random matrix theory.
Data Engineering
Recent training and certification in Data Engineering, expanding expertise in this field.
Network Theory
Specialization in network theory and its applications in complex systems and data analysis.
Scientific Research
Experience in authoring peer-reviewed publications and conducting postdoctoral research in statistical physics and related fields.
Teaching
Experience in lecturing graduate-level courses at the University of Göttingen.
Projekthistorie
01/2018
-
12/2024
Research and teaching on statistical physics of disordered systems: message-passing algorithms, inference on networks, random matrix theory, machine learning, and glassy physics
01/2019
-
06/2019
External consultant (Data Analyst)
BCFort
Develop code for data cleaning, preprocessing, exploratory data analysis, and interpretation of traffic data with the goal of reducing congestion at traffic lights
Reisebereitschaft
In der Stadt Goettingen mit einem Radius von 50 km verfügbar
