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European XFEL

Hamburg, Ger

martin.bergemann@xfel.eu

+49 4 8344 6907

Code Portfolio


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