Experience

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  Autobrains Technologies

  • Algorithm Developer

    • Sep 2022 - Present

    • Implemented waveform processing and Doppler analysis, and deep learning algorithms to extract meaningful information from automotive radar returns.• Spearheaded the design and development of advanced signal processing algorithms for automotive radar systems, optimizing object detection and tracking capabilities.• Engineered algorithms for sensor fusion, integrating data from radar and other sensors (camera, LiDAR) to enhance the overall perception accuracy of the autonomous driving system.

• 

  Moodify

  • Data Scientist

    • Jul 2020 - Apr 2022

    Physical Modelling and Machine Learning researcher• Application of Graph Neural Network Architectures to predict odor characteristics of molecules.• Developed the pipe end-to-end, from data processing, through neural network architecture search to metric measurement and reporting.• Working with PyTorch locally on a Linux GPU workstation and on the cloud.

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  The Hebrew University of Jerusalem

  • Israel
  • Higher Education
  • 700 & Above Employee

  • Research Assistant at the Climate dynamics group

    • Oct 2018 - Oct 2019

    Studied the effect of asymmetric solar radiation on the atmosphere circulation in the tropical zones

  • Research Assistant in a complex optics lab

    • Mar 2018 - Oct 2018

    Conducting experiments in the field of quantum optics

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  Israel Defense Forces

  • Israel

  • Research And Development Technician in Electro-optics

    • Aug 2012 - Aug 2015
    • Israel

    • Designed and executed various Electro-optics experiments• Worked with Matlab, LabVIEW and python on data analysis, automation and visualization