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Dvir Cohen

Dvir Cohen

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  • Timeline

  • About me

    NLP Researcher at Verint🔬| Data scientist 🤖| Electrical Engineer⚡

  • Education

    • Primrose

      2020 - 2020
      Associate's degree Artificial Intelligence

      • Developed a strong foundation in machine learning and deep learning algorithms including SVM, random forest, K-means clustering, PCA, CNN, RNN, and GANs• Implemented key algorithms using Python and libraries like NumPy, Pandas, TensorFlow, Keras, and PyTorch• Gained proficiency in developing, training, and evaluating neural network models using frameworks like TensorFlow and PyTorch• Applied models to real-world datasets and evaluated performance to iterate and improve… Show more • Developed a strong foundation in machine learning and deep learning algorithms including SVM, random forest, K-means clustering, PCA, CNN, RNN, and GANs• Implemented key algorithms using Python and libraries like NumPy, Pandas, TensorFlow, Keras, and PyTorch• Gained proficiency in developing, training, and evaluating neural network models using frameworks like TensorFlow and PyTorch• Applied models to real-world datasets and evaluated performance to iterate and improve accuracy• Created visualizations and presentations to communicate insights from data analysis and modeling results Show less

    • Lev Academic Center (JCT)

      2007 - 2011
      Bachelor of Applied Science - BASc Electrical and Electronics Engineering

      Finale project: Classification of vehicles by side image

    • Afeka Tel Aviv Academic College of Engineering

      2016 - 2017
      Master of Science - MS Solar Energy Technology/Technician

      Finale project: Alternative fuels production with high temperature electrolysis driven by solar beam spectral splitting

  • Experience

    • Israeli Air Force

      Apr 2012 - Oct 2017

      Integration of avionics systems on all IAF aircrafts, electrical analysis, electraical design - WD, BLO, and accompaniment and guidance of avionics systems installation. Commander of the Telemetry Department responsible fordecoding telemetry data, Writing instrumentation instructions for integrating test flight instrumentation systems ,Development of FPGA and PIC based equipment systems and software tools for decoding telemetry data.

      • Aeronautical Design Division - Electrical Engineer

        Oct 2014 - Oct 2017

      • Flight Test Center - Telemetry and instrumentation R&D officer

        Apr 2012 - Oct 2014

    • BIRD Aerosystems

      Oct 2017 - Dec 2019
      Avionic Engineer

      Integration of avionics systems on aircrafts, electrical analysis, electraical design - WD, BLO, accompaniment and guidance of avionics systems installation.

    • DSP Group

      Apr 2020 - Jun 2020
      Intern

      DSP Group Internship: Build and train neural networks models with transfer learning technique in order to enable detection of any sound event. Tools: Tensorflow, Keras, Python, Gitlab, Oracle,Linux

    • BlackBox Voice

      Feb 2021 - Jun 2021
      Data Scientist

      Development of sound classifiers using deep learning algorithms, data engineering, obtaining features, handling imbalance data and optimizing algorithms for deep learningTools: Tensorflow, Keras, Python, Librosa, Google Colab.

    • Verint

      Jun 2021 - now
      Data Scientist

  • Licenses & Certifications

  • Volunteer Experience

    • Data Scientist

      Issued by Media Guard on Dec 2023
      Media GuardAssociated with Dvir Cohen