Work experience
since 12/2020transfer by acquisition
CARIAD SE - Data Scientist
- predevelopment for bringing a machine learning based function into advanced driver assistance systems (ADAS) (Python, Matlab/Simulink, MLFlow)
- preparation and implementation of a process to make a machine leaning based ADAS function ready for series development (Python, AzureML, Azure Devops)
09/2019 - 11/2020
Carmeq GmbH - Machine Learning Engineer / Data Scientist
- feasibility studies regarding advanced computer vision (Python, OpenCV)
- predevlopment for bringing a machine learning based function into driver assistance systems (Python, Matlab/Simulink, MLFlow)
03/2019 - 09/2019
Medneo - Software Engineer - Digital Imaging Innovations
- maintainance of a data distribution system (SVN)
- adaption of several applications to the company CI pipeline based on Jenkins (Docker)
- development of frameworks and (web) applications (Python, JS, ZeroMQ, React.js, Docker)
01/2017 - 03/2019
Leica Microsystems CMS GmbH - Software Engineer - Image Processing
- maintenance and improvements of a 3D visualization module for z-stacks (C++, C#, DirectX, .net)
- feasibility studies regarding possible image processing applications for several problems (Python)
- development and evaluation of image processing algorithms (Python, Matlab, OpenCV)
- protoype: application of Machine Learning and Deep Learning (ScikitLearn, Keras with Tensorflow Backend)
- protoype: implementation of a heterogeneous clusters for evaluation of algorithmen and training of models (Spark, HDFS, Python)
- implementation of image registration/alignment techniques and methods for optical distortion correction (Python, C++, OpenCV)
05/2016 - 12/2016
FERCHAU Engineering - Software Engineer - Driver Assistance System
In action as driving functions developer at Continental Teves AG Frankfurt:
- implementation of support and test scripts for driving simulations (Python)
- analysis of car internal data for classification of left turn maneuvers (Python)
- implementation of the functionality of an emergency brake assistant (C, Python)
03/2015 - 03/2016
Siemens AG - Working Student - Software Testing
Division mobility and logistics
- implementing and improve wireshark dissectors for network protocol analysis (written in C)
- supervision of tests of low level features of train communication systems
- analysing results and possible defects
04/2013 - 04/2015
Freie Universität Berlin - Tutor
Teaching students and checking tests; Supervised courses:
- operating systems and communication systems
- software engineering
- object oriented programming
- programming in java
10/2011 - 04/2013
Campusspeicher.de - Working Student - Software Developent / Server Administration / Customer Support
- development of components with Django
- migration data from a legacy customer management system to a new one
- administration of linux server
- support customers regarding questions and problems with their domains or hosting package
Education
04/2011 - 09/2011
Technische Universität Berlin - B.Sc. Physics (not finished)
10/2010 - 02/2011
Duale Hochschule Baden-Württemberg - B.Sc. Applied Computer Science (not finished)
2003 - 2010
Gustav-Heinemann-Oberschule - A levels (∅ 1.5)
advanced courses: physics and political science