Youssef Nassar

Angestellt, Research Assistant, Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS

Fähigkeiten und Kenntnisse

Team work
MS Office
Machine Learning
PyTorch
C
C++
TensorFlow
tensorboard
MatLab
R
scikit-learn
Software Development
NumPy
PIL
OpenCV
Seaborn
Python pandas
albumentations
SQL
Google BigQuery
Microsoft Azure
Google Cloud
Docker
Git
GitLab
ROS
Scrum
Linux
Shell Scripting
Commitment
Flexibility
Communication skills
Reliability

Werdegang

Berufserfahrung von Youssef Nassar

  • Bis heute 1 Jahr und 9 Monate, seit Okt. 2022

    Research Assistant

    Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS

    Working on KI Wissen project. Using Carla Simulator for generating data for pedestrian detection, with different scenarios. Visualizing and analyzing the feature space of different models. Developing object developing algorithms, and improving its performance. Applying domain adaptation between synthetic and real datasets.

  • 9 Monate, Jan. 2022 - Sep. 2022

    Research Assistant

    Fraunhofer IPM

    Developing machine learning models using scikit-learn and Pytorch to predict the occurring of vibrations in a holographic sensor. Applied feature engineering and feature selection of the dataset. Testing the output of different trained models and explore the patterns and the effect of each feature on the output.

Sprachen

  • Arabisch

    Muttersprache

  • Englisch

    Fließend

  • Deutsch

    Gut

  • Französisch

    Fließend

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