School

Since 2021

PhD Student, ZSW Ulm,
Data science and machine learning applications for fuel cells

2018 – 2020

Master of Science Aerospace Engineering, University of Stuttgart, ∅ 1.2
Specialisation in Informationtechnology & space technology

2014 – 2018

Bachelor of Science Aerospace Engineering, University of Stuttgart, ∅ 1.6

2006 – 2014

Abitur, Max-Planck-Gymnasium Nürtingen, ∅ 1.7

Experiences

Today
January 2021

Data science and machine learning applications for fuel cells

  • Investigation of machine learning methods for monitoring the operation of fuel cells on test benches
  • Development of an automated performance monitoring framework for all in house fuel cell test benches
  • Data Management: development of an ETL pipeline and visualization
  • Operating fuel cells on test benches for customers

Data Science

Machine Learning

Fuel Cells

Performance Monitoring

Python

Grafana

RabbitMQ

SQL

November 2020
March 2020

Development of a modular exposure time calculator for balloon-based telescopes

  • Modeling the physical radiation transportation mechanism including diffraction and jitter
  • Development of a generic imaging detector and a heterodyne spectrometer
  • Design and implementation of an object oriented software architecture as well as unit tests
  • Definition and execution of verification tests
  • Analysis of the performance of some telescope concepts

ESBOESBO-ETC, Paper, Thesis

Python

PyCharm

unittest

Sphinx

git

LaTeX

October 2020
April 2017

Development of a software for managing and analyzing fuel cell testing data featuring the following key parts

  • Consolidating and adding new datasets to a database automatically
  • Background detection, evaluation and indexing of pattern in the data
  • Development of an advanced web platform allowing to query, explore and analyze the testing data
  • Provision of tools for data analysis(regression, feature extraction, characterisitc curves)
  • Creation of reports and testing protocols

Data Science

Linux

R

shiny

SQL

DHTML

nginx

PHP

git

CI/CD

Microsoft Azure

June 2018
November 2017

Development of an interactive annunciator panel for the SOFIA-telescope

  • Reverse-Engineering of the hardware architecture and the software layout
  • Definition of a project plan and system requirements
  • Development, implementation and documentation of the new software load
  • Definition and execution of testing procedures to verify the airworthiness of the new software load
  • Installation of the new software load on the aircraft

SOFIA, Thesis

C

Eclipse

V-Process

Hardware-in-the-Loop

LaTeX

svn

April 2017
October 2016

Support of students on an aircraft turbine design task

CAD

Siemens NX

Teaching

October 2017
October 2014

Working in production and in the office

Production Engineering

Metal Processing

IT-Competences

Programming Languages

R, Python, Matlab, C, Java, JavaScript, HTML, CSS, PHP, SQL (MySQL)

Frameworks

docker, Microsoft Azure, Tensorflow

Development Environments

PyCharm, R-Studio, Eclipse, git

Office

Microsoft Office, LaTeX

Operating Systems

MacOS, Linux (CentOS, Ubuntu, Debian), Windows

Languages

German

5/5

Mother tongue

English

4/5

Bachelor thesis at DSI / NASA in California, Master thesis, Certificate for business english

French

2/5

High School

Hobbies

Sports

Kitesurfing, Swimming, climbing, cycling, skiing

Interests

Smart Home, Server Infrastructure / Self Hosting, Electronics, Astronomy, RC Aircraft