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

Reza Babaee

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Letztes Update: 06.09.2022

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 (Internet und Informationstechnologie, 5000-10.000 Mitarbeiter)


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.

Reisebereitschaft

Verfügbar in den Ländern Deutschland
Profilbild von Reza Babaee Data Scientist, Computer Vision, Machine Learning, Big Data aus Germering Data Scientist, Computer Vision, Machine Learning, Big Data
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