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Data Scientist, Computer Vision, Machine Learning, Big Data

Score
100%
Experience:
16 y
Score
100%
Experience:
16 y
Location:
82110 Germering
Last update:
24.11.2021
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Availability
Available
Rate
Onsite hourly: 90 €
Remote hourly: N/A
Languages
German: Near native
English: Near native
Description
SKILLS
C/C++, Matlab, Python, SQL
Tensorflow, Pytorch, Keras
OpenCV, OpenGL, VTK, Boost, QT, OpenMVG
(Py)Spark, Scikit-learn, Hadoop, Oracle, Hive, Kafka, Hbase
Git, Gitlab, Github, Jetkin
Other skills
Big Data Linux Oracle Matlab Tensorflow Machine Learning Git Python C++ C/C++ deep learning OpenCV SQL OpenGL Pytorch Hadoop Computer Vision Informationstechnologie Windows Software Development Programming Data Mining Spark Machine Vision Big Data Analytics Github Hbase Sonar Scikit-learn Gitlab Keras Kafka
Work & Experience
01.05.2019 — 30.06.2020
Telefonica
Internet und Informationstechnologie
Data scientist
01.03.2015 — 31.12.2018
TU Munnich
Team Leader of Computer Vision for DFG Project
TU Munnich Munich, Germany * Working on Detection, Tracking, and 3D Reconstruction of pedestrians in video
01.08.2012 — 31.03.2015
DLR
Team Leader of Big Data / Machine Learning
DLR Munich, Germany * Immersive Visual Data Mining and Machine Learning for Satellite Images
01.03.2011 — 30.09.2011
Underwater Vision and Imaging Lab University of Miami
Research Assistant
Underwater Vision and Imaging Lab University of Miami, FL, CA * Sonar Internal Calibration * Opti-Acoustic Imagery and Calibration * Opti-Acoustic Motion Estimation * Surface Reconstruction in Opti-Acoustic Imagery Using Occluding Contours
01.11.2010 — 31.05.2020
Computer Aided Medical Procedure(CAMP)
Research Assistant
Computer Aided Medical Procedure(CAMP) TUM, Germany * Creation of a Standalone Bundle Adjustment Library from ROS-Code * Perception, Interpretation and Analysis of Everyday Manipulation Tasks in a 4-D reconstruction system, the activity of a person working in a kitchen is tracked and also by using an HMM, their manipulation tasks are interpreted.
01.03.2010 — 31.10.2010
Advanced Realtime Tracking GmbH
Software Developer
Advanced Realtime Tracking GmbH Weilheim i.OB, Germany * Implementing P3P along RANSAC to Estimate the Pose of Camera in Matlab * Implementing SoftPOSIT in C++ using Eigen Library
01.05.2009 — 31.08.2009
Machine Vision Group
Research Assistant
Machine Vision Group Dublin City University, Ireland * animal motion tracking using principal component analysis and manifolds in feature and parameter space The running of a horse was tracked based on the dimensionality reduction of the joint positions of the horse is tracked and also by using an HMM, their manipulation tasks are interpreted.
01.11.2004 — 31.03.2008
Information and Communication Technology Institute University of Isfahan
Software Developer
Information and Communication Technology Institute University of Isfahan, Iran * Software Development in C++ under Windows and Linux Platforms * Design and Implementation of Signal Processing algorithms using SSE, SSE2 * Network Programming in Windows * Creating Custom Controls in Windows using MFC Library
01.07.2002 — 31.10.2005
Robotic Group University of Isfahan
Research Assistant
Robotic Group University of Isfahan, Iran * Segmentation and Classification of Farsi Handwritten Check Values * Comparison of textures by eigenvalue; The eigenvalues of images of ceramic are used to detect abnormalities. * Real-time video processing for autonomous robots, mainly, image segmentation, detection, and tracking.
Attachments
CV

Description

SKILLS
C/C++, Matlab, Python, SQL
Tensorflow, Pytorch, Keras
OpenCV, OpenGL, VTK, Boost, QT, OpenMVG
(Py)Spark, Scikit-learn, Hadoop, Oracle, Hive, Kafka, Hbase
Git, Gitlab, Github, Jetkin

Main Skills

Other Skills

Big Data Linux Oracle Matlab Tensorflow Machine Learning Git Python C++ C/C++ deep learning OpenCV SQL OpenGL Pytorch Hadoop Computer Vision Informationstechnologie Windows Software Development Programming Data Mining Spark Machine Vision Big Data Analytics Github Hbase Sonar Scikit-learn Gitlab Keras Kafka

Work & Experience

01.05.2019 — 30.06.2020
Telefonica
Internet und Informationstechnologie
Data scientist
01.03.2015 — 31.12.2018
TU Munnich
Team Leader of Computer Vision for DFG Project
TU Munnich Munich, Germany * Working on Detection, Tracking, and 3D Reconstruction of pedestrians in video
01.08.2012 — 31.03.2015
DLR
Team Leader of Big Data / Machine Learning
DLR Munich, Germany * Immersive Visual Data Mining and Machine Learning for Satellite Images
01.03.2011 — 30.09.2011
Underwater Vision and Imaging Lab University of Miami
Research Assistant
Underwater Vision and Imaging Lab University of Miami, FL, CA * Sonar Internal Calibration * Opti-Acoustic Imagery and Calibration * Opti-Acoustic Motion Estimation * Surface Reconstruction in Opti-Acoustic Imagery Using Occluding Contours
01.11.2010 — 31.05.2020
Computer Aided Medical Procedure(CAMP)
Research Assistant
Computer Aided Medical Procedure(CAMP) TUM, Germany * Creation of a Standalone Bundle Adjustment Library from ROS-Code * Perception, Interpretation and Analysis of Everyday Manipulation Tasks in a 4-D reconstruction system, the activity of a person working in a kitchen is tracked and also by using an HMM, their manipulation tasks are interpreted.
01.03.2010 — 31.10.2010
Advanced Realtime Tracking GmbH
Software Developer
Advanced Realtime Tracking GmbH Weilheim i.OB, Germany * Implementing P3P along RANSAC to Estimate the Pose of Camera in Matlab * Implementing SoftPOSIT in C++ using Eigen Library
01.05.2009 — 31.08.2009
Machine Vision Group
Research Assistant
Machine Vision Group Dublin City University, Ireland * animal motion tracking using principal component analysis and manifolds in feature and parameter space The running of a horse was tracked based on the dimensionality reduction of the joint positions of the horse is tracked and also by using an HMM, their manipulation tasks are interpreted.
01.11.2004 — 31.03.2008
Information and Communication Technology Institute University of Isfahan
Software Developer
Information and Communication Technology Institute University of Isfahan, Iran * Software Development in C++ under Windows and Linux Platforms * Design and Implementation of Signal Processing algorithms using SSE, SSE2 * Network Programming in Windows * Creating Custom Controls in Windows using MFC Library
01.07.2002 — 31.10.2005
Robotic Group University of Isfahan
Research Assistant
Robotic Group University of Isfahan, Iran * Segmentation and Classification of Farsi Handwritten Check Values * Comparison of textures by eigenvalue; The eigenvalues of images of ceramic are used to detect abnormalities. * Real-time video processing for autonomous robots, mainly, image segmentation, detection, and tracking.

Attachments

CV