a Randstad company

AI, Machine Learning, Deep Learning, Computer Vision, C++, Python, Matlab, Tensorflow. Keras, OpenCV

Profil
Top-Skills
Machine Learning Deep Learning Python Bildverarbeitung Docker Computer Vision
Verfügbar ab
01.01.2023
Aktuell verfügbar - Der Experte steht für neue Projektangebote zur Verfügung.
Verfügbar zu
20%
davon vor Ort
100%
Einsatzorte

Städte
Berlin (+50km)
PLZ-Gebiete
Länder
Deutschland, Schweiz
Remote-Arbeit
Nicht möglich
Art des Profiles
Freiberufler / Selbstständiger
Der Experte ist als Einzelperson freiberuflich oder selbstständig tätig.

8 Monate

2017-05

2017-12

Computer Vision

Machine Learning Engineer TensorFlow OpenCV Scrum ...
Rolle
Machine Learning Engineer
Projektinhalte
  • Improvement of Lane Detection and Lane Departure Warning System.
  • Training and tuning of various ML-algorithms for hard scenarios.
  • Increasing final availability of Lane Detection to >96% (92% required by customer).
Kenntnisse
TensorFlow OpenCV Scrum Git Jira C++ Python
Kunde
Delphi Automotive
1 Monat

2017-09

2017-09

Semantic Segmentation

Keras Python
Projektinhalte
  • Custumized VGG16 neural network into a FCN to identify a road on the image.
  • Trained on Kitti Road dataset
Kenntnisse
Keras Python
8 Monate

2016-10

2017-05

Computer Vision

Machine Learning Engineer Keras Python Scrum ...
Rolle
Machine Learning Engineer
Projektinhalte
  • Development of a mobile application for video life blogging with VR and AR elements.
  • Build Algorithms usig Machine LEarning for face/body detection and tracking up to 4m with smart-phone camera.
  • Image stitching to panorama from video frames.
Kenntnisse
Keras Python Scrum OpenCV C# Unity TensorFlow C++
Kunde
Splash
1 Monat

2017-02

2017-02

Traffic Sign Classifier

TensorFlow Python
Projektinhalte
  • Build and trained a deep neural network using TensorFlow,
    able to distinguish 43 different traffic sign types.
  • Final model had 90% accuracy after few hours.
  • Dataset: URL on request
  • section=gtsrb&subsection=dataset
Kenntnisse
TensorFlow Python
1 Monat

2017-02

2017-02

Behavioral Cloning

TensorFlow Keras Python
Projektinhalte
  • Build and trained a deep neural network using Keras, which is able to predict steering angle.
  • Final model successful keep the car on track whole time in the simulator.
Kenntnisse
TensorFlow Keras Python
6 Monate

2016-04

2016-09

Software Development

Software Developer Scrum Python
Rolle
Software Developer
Projektinhalte
  • Setup multiple learning-management-systems (Canvas LMS, Open edX).
  • Jupyter notebook integration.
  • Setup infrastructure with Docker.
Kenntnisse
Scrum Python
Kunde
dataX Academy
4 Monate

2016-02

2016-05

The DB Digital Header Challenge

Software Developer OCR Python OpenCV
Rolle
Software Developer
Projektinhalte

URL on request

Kenntnisse
OCR Python OpenCV
Kunde
mindbox
Einsatzort
Berlin
1 Jahr 6 Monate

2014-06

2015-11

Cubits - platform to buy, sell and accept Bitcoin

Software Developer Scrum Bitcoin Blockchain
Rolle
Software Developer
Projektinhalte
  • Integration of various payment and user verification gateways (Sofort, Skrill, Jumio and IDNow).
  • Development of a test environment.
  • cubits.com
Produkte
Docker nginx Vagrant VirtualBox Ruby Ruby on Rails PHP C#
Kenntnisse
Scrum Bitcoin Blockchain
Kunde
Cubits
Einsatzort
Berlin
1 Jahr

2013-06

2014-05

Software Development

Software Developer Scrum Canban Git ...
Rolle
Software Developer
Projektinhalte
  • Web application front- & backend development.
  • Writing software tests.
  • URL on request
Kenntnisse
Scrum Canban Git Ruby Ruby on Rails CoffeeScript
Kunde
LiquidM
Einsatzort
Berlin
10 Monate

2012-08

2013-05

Comfortnet2

Software Developer PHP JavaScript HTML
Rolle
Software Developer
Projektinhalte
  • Front- & backend development for an Intranet application.
  • Design and development of different software modules.
  • URL on request
Kenntnisse
PHP JavaScript HTML
Kunde
zinksoftware
Einsatzort
Berlin

5 Jahre 3 Monate

2017-10

heute

Deep Learning

Certificate, Coursera
Abschluss
Certificate
Institution, Ort
Coursera
1 Jahr

2016-12

2017-11

Self-Driving Car Engineer

Nanodegree, Udacity
Abschluss
Nanodegree
Institution, Ort
Udacity
4 Monate

2016-05

2016-08

Machine Learning

Certificate, Coursera
Abschluss
Certificate
Institution, Ort
Coursera
3 Jahre 1 Monat

2013-04

2016-04

Computer Science

Master of Science, Freie Universität Berlin
Abschluss
Master of Science
Institution, Ort
Freie Universität Berlin
Schwerpunkt

Artificial Intelligence and Robotics

3 Jahre 6 Monate

2009-10

2013-03

Computer Science

Bachelor of Science, Freie Universität Berlin
Abschluss
Bachelor of Science
Institution, Ort
Freie Universität Berlin

English fluent
German native
Russian native

Top Skills
Machine Learning Deep Learning Python Bildverarbeitung Docker Computer Vision
Produkte / Standards / Erfahrungen / Methoden
Computer Vision Docker Git JIRA Keras Machine Learning OpenCV Scrum Tensorflow
Programmiersprachen
C# C++ Matlab Python
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