Experience

• 

  Deepchecks

  • Applied Researcher (NLP)

    • Apr 2024 - Present

• 

  The Hebrew University of Jerusalem

  • NLP/ML Researcher

    • Apr 2022 - Jul 2023

    Research in NLP/Machine Learning at Roy Schwartz’s lab.*Developed a new method for analyzing and improving large-scale multimodal datasets (for example images, text and audio) so we can train models that learn to combine the different sources intelligently: https://arxiv.org/abs/2307.04532.*Worked with cutting edge multi-modal architectures.*Handled extensive tasks across the data pipeline, including managing annotators, constructing datasets from scratch, using classical machine learning and statistical techniques for analysis and more.

• 

  Mobileye

  • Israel

  • Algorithm Developer

    • Feb 2020 - May 2022
    • Israel

    *Developed computer vision algorithms to understand the 3D geometry of the roadway and the movement of the camera and vehicle between frames (Egomotion) from monocular cameras.*Implemented modules in C++ for maximum efficiency under severe real-time processing constraints.*Extensive validation and testing on thousands of hours of data.

• 

  The Hebrew University of Jerusalem

  • Jerusalem Area, Israel

  • Teaching Assistant

    • Oct 2017 - Apr 2020
    • Jerusalem Area, Israel

• 

  IDF - Israel Defence Forces

  • 8200

    • Mar 2013 - Mar 2015