European XFEL
Hamburg, Ger
martin.bergemann@xfel.eu+49 4 8344 6907
Programming
Python, scikit-learn keras pandas plotly
Fortran, openMP MPI netCDF
C/C++, HDF5 netCDF MPI
Bash/Lua
R
Matlab
Idl/Gdl
Html/PhP/Css
Interests
Scientific Programming
Computer Vision
Machine Learning
Data Analysis
Numerical Modelling
Stochastic Models
Forecasting
GUI Programming
HPC Pipeline Workflows
Languages
German
English
Spanish
Research / Experience
Software Engineer / Europen XFEL, Hamburg
Aug 2018 - Present
- Building and Maintaining Real-Time Online Data Analysis Applications within the Distributed Control Software System - Karabo - which is developed by our group.
- Developing Software to Support Scientists in Analysing Big Data (TB - PB).
- Building Automated HPC Data Recording, Data Analysis and Data Visualisation Pipelines.
- Maintenance and Development of Various Data Analysis and Recording Libraries.
Post-Doctoral Research Fellow / University of Melbourne, Melbourne
Feb 2018 - Dec 2018
Investigation of Extreme Rainfall events and High Impact Weather by applying Machine Learning algorithms to large observational data and conducting high resolution cloud system resolving model simulations.
Research Fellow / Monash University, Melbourne
Mar 2017 - Jan 2018
Developed the first of its kind parametrization of sub-grid scale sea-breeze circulation systems for application in global climate and numerical weather prediction models.
Research Associate / Monash University, Melbourne
Oct 2014 - Feb 2017
Applied and improved a 3D variational data assimilation algorithm, that can be applied to force cloud resolving or single column model simulations.
PhD-Studentship / Monash University, Melbourne
May 2013 - Oct 2017
Developed an objective pattern recognition technique to identify
tropical rainfall caused by land-sea interaction.
Developed a stochastic parametrization approach that is able to
capture the main characteristics of coastal convection.
Research Fellow / Freie Universität, Berlin
Feb 2012 - Mar 2013
Simulated and investigted climate change due to rift dynamics and uplift in Equatorial Africa during the Miocene (15 MBP - 7 MBP), funded by the German Research Foundation (DFG). Rift dynamics, uplift and climate change in Equatorial Africa.
Junior IT System Admin / Freie Universität, Berlin
Oct 2007 - Jan 2012
Developed small software solutions for maintenance of the Institute of Meteorology’s computer pool Freie Universität Berlin.
Education
Monash University, Melbourne
2013 - 2017
Doctor of Philosophy in Atmospheric Science
Thesis: Coastal Convection in the Tropics
Freie Universität, Berlin
2004 - 2011
Graduate Diploma (Master Degree) - Meteorology, Physics, Mathematics
Thesis: Last Interglacial Vegetation Simulation; A parametrizatoin approach and a data-model for Northern Asia