Ayman Jumaa

Bis 2024, Automotive Software Engineering, TU Chemnitz
Chemnitz, Deutschland

Fähigkeiten und Kenntnisse

Deep Learning
Python
C++
Artificial intelligence
Tracking
Image Processing
Machine Learning
Softwareentwicklung
Android
MySQL
XML
Git
Android Apps
Pytorch
PANDAS
NumPy
Keras
SCIKIT-LEARN
Linux
AUTOSAR
OpenCV
UML
Agile Development
Cybersecurity
SIEM

Werdegang

Berufserfahrung von Ayman Jumaa

  • 1 Jahr und 1 Monat, Okt. 2023 - Okt. 2024

    Developing an AI-based IDS for connected cars

    Elektrobit Automotive GmbH
  • 1 Jahr und 1 Monat, Nov. 2021 - Nov. 2022

    Object Labeling And Tracking In Unmanned Aerial Vehicle Based Inspection

    Technichal University of Chemintz

    Applied Bytetrack to identify and track insulators. Designed a solution to solve the problem of the reidentification of non-unique objects, i.e insulators, using Gunnar Farneback's optical flow algorithm. Python was used for the implementation.

  • 9 Monate, Sep. 2020 - Mai 2021

    Insulator Color Change Detection using deep learning

    Technical University of Chemnitz

    Researched deep learning, convolutional neural networks, and object detection. Worked with C and Python codes to implement training, validation, and inference stages of YOLOv3. achieved an mAP of 99.1% in detecting defective insulators in high voltage power lines.

  • 9 Monate, Sep. 2014 - Mai 2015

    Android App Developer

    CENTROID

    Developed and designed android applications for small businesses and universities using Java, XML, and MySQL.

  • 1 Jahr und 4 Monate, Feb. 2010 - Mai 2011

    C++ Software Developer

    SOFTWARE SOLUTIONS

    Developed and maintained software for small businesses using C++ and MySQL.

Ausbildung von Ayman Jumaa

  • 7 Jahre und 7 Monate, Apr. 2017 - Okt. 2024

    Automotive Software Engineering

    TU Chemnitz

    Notable coursework: AUTOSAR, Specification and Verification, Integrated Systems, Parallel Programming, Compiler Optimization, Software Design for Embedded Systems.

  • 1 Jahr und 4 Monate, Feb. 2014 - Mai 2015

    Electrical and Electronics Engineering

    Eastern Mediterranean University, Famagusta (North Cyprus)

    Graduation Project: Super-Resolution via Sparse Representation over Multiple Learned Dictionaries using Sharpness Measure. ABET-accredited program.

  • 5 Jahre und 10 Monate, Sep. 2007 - Juni 2013

    Control Engineering and Computers

    Albaath University, Homs (Syria)

    Notable coursework: Electric and Electronic Circuits, Control Theory and Systems Design, Algorithms and Data Structure, Signal Processing, Advanced Programming (C++/Matlab), Operating Systems.

Sprachen

  • Englisch

    C1 (Fließend)

  • Deutsch

    B1-B2 (Gute Kenntnisse)

  • Arabisch

    C2 (Verhandlungssicher / Muttersprachlich)

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