Profilbild von Reza Babaee Data Scientist, Computer Vision, Machine Learning, Big Data aus Germering

Reza Babaee

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Letztes Update: 31.10.2020

Data Scientist, Computer Vision, Machine Learning, Big Data

Abschluss: PhD
Stunden-/Tagessatz: anzeigen
Sprachkenntnisse: deutsch (verhandlungssicher) | englisch (verhandlungssicher)

Dateianlagen

Babaee_WCV.pdf

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

Projekthistorie

05/2019 - 06/2020
Data scientist
Telefonica (5000-10.000 Mitarbeiter)
Internet und Informationstechnologie

11/2010 - 05/2020
Research Assistant
Computer Aided Medical Procedure(CAMP)
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.

03/2015 - 12/2018
Team Leader of Computer Vision for DFG Project
TU Munnich
TU Munnich Munich, Germany
* Working on Detection, Tracking, and 3D Reconstruction of pedestrians in video

08/2012 - 03/2015
Team Leader of Big Data / Machine Learning
DLR
DLR Munich, Germany




* Immersive Visual Data Mining and Machine Learning for Satellite Images

03/2011 - 09/2011
Research Assistant
Underwater Vision and Imaging Lab University of Miami
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

03/2010 - 10/2010
Software Developer
Advanced Realtime Tracking GmbH
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

05/2009 - 08/2009
Research Assistant
Machine Vision Group
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.

11/2004 - 03/2008
Software Developer
Information and Communication Technology Institute University of Isfahan
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

07/2002 - 10/2005
Research Assistant
Robotic Group University of Isfahan
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.

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