Reza Babaee verfügbar

Reza Babaee

Data Scientist, Computer Vision, Machine Learning, Big Data

verfügbar
Profilbild von Reza Babaee Data Scientist, Computer Vision, Machine Learning, Big Data aus Germering
  • 82110 Germering Freelancer in
  • Abschluss: PhD
  • Stunden-/Tagessatz:
  • Sprachkenntnisse: deutsch (verhandlungssicher) | englisch (verhandlungssicher)
  • Letztes Update: 31.10.2020
SCHLAGWORTE
PROFILBILD
Profilbild von Reza Babaee Data Scientist, Computer Vision, Machine Learning, Big Data aus Germering
DATEIANLAGEN
CV

Diese Anzeige ist nur für angemeldete Nutzer möglich.

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

    • Telefonica
    • 5000-10.000 Mitarbeiter
    • Internet und Informationstechnologie
  • Data scientist

  • 11/2010 - 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.

  • 03/2015 - 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

  • 08/2012 - 03/2015

    • DLR
  • Team Leader of Big Data / Machine Learning
  • DLR Munich, Germany




    * Immersive Visual Data Mining and Machine Learning for Satellite Images

  • 03/2011 - 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

  • 03/2010 - 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

  • 05/2009 - 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.

  • 11/2004 - 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

  • 07/2002 - 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.

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