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Eyal Gal

Senior Data Scientist at Aiola
Intro Book
Eyal Gal, a seasoned data scientist with 2 years of experience at Aiola, holds a PhD in Computational Neuroscience & Machine Learning from The Hebrew University of Jerusalem, with expertise in NLP, time-series modelling and machine learning.
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Israel, IL
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Credentials

  • Natural Language Processing Specialization
    Coursera
    Dec, 2020
    - Apr, 2026
  • Natural Language Processing with Attention Models
    Coursera
    Dec, 2020
    - Apr, 2026
  • Natural Language Processing with Classification and Vector Spaces
    Coursera
    Dec, 2020
    - Apr, 2026
  • Natural Language Processing with Probabilistic Models
    Coursera
    Dec, 2020
    - Apr, 2026
  • Natural Language Processing with Sequence Models
    Coursera
    Dec, 2020
    - Apr, 2026
  • Convolutional Neural Networks
    Coursera
    Jan, 2019
    - Apr, 2026
  • Deep Learning Specialization
    Coursera
    Jan, 2019
    - Apr, 2026
  • Sequence Models
    Coursera
    Jan, 2019
    - Apr, 2026
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Jun, 2018
    - Apr, 2026
  • Neural Networks and Deep Learning
    Coursera
    Jun, 2018
    - Apr, 2026
  • Structuring Machine Learning Projects
    Coursera
    Jun, 2018
    - Apr, 2026

Experience

  • Aiola
    • Herzliya Area, Israel
    • Senior Data Scientist
      • Sep 2018 - Jul 2021
      • Herzliya Area, Israel

      Leading/working on Data-Science projects across a broad spectrum of domains, including medical, ad-tech, TV programming, NLP and time-series modelling.The nature of the work covers the full lifecycle of a successful data-science project - from working closely with customers, through design and implementation of ML models, to the ultimate deployment of the solution into production.

  • Hebrew University
    • Jerusalem
    • PhD Candidate
      • Oct 2012 - Dec 2020
      • Jerusalem

      In my research, I analyze complex biological brain-networks at the neuron level by applying and developing pattern recognition and machine learning methods. The research requires statistical analysis of high-order network architectures, and deep learning strategies to elucidate their origin and their dynamical impact. Also involves expertise in Artificial & Biological Neuronal Networks, Complex Networks Analysis, Graph Theory and Computational Neuroscience. Continuously developing distributed algorithms and frameworks executed on supercomputers (IBM Blue-Gene), and via GPU-accelerated computing.

  • Green and Gold Analytics (Acquired by Aiola)
    • Data Scientist
      • Mar 2018 - Sep 2018

  • SAP Labs
    • Tel-Aviv
    • Software Engineer
      • Sep 2005 - Mar 2018
      • Tel-Aviv

      Designed, implemented and maintained both complete products as well as urgent prototypes in a professional manner, high-speed, and at the level of end-2-end (from algorithms development, through code implementation in both the server-side and the client-side, to a finalized web UI).
Multiple patents related to machine-learned recommendation systems and user analytics of in-memory big datasets (SAP HANA) were accepted.

Education

  • 2012 - 2021
    The Hebrew University of Jerusalem
    Doctor of Philosophy - PhD, Computational Neuroscience & Machine Learning
  • 2009 - 2011
    The Hebrew University of Jerusalem
    M. Sc., Complex Networks Analysis, Machine Learning, Computer Science, Computational Neurosciece
  • 2003 - 2006
    Ben Gurion University
    B. Sc., Computer Science
  • 2003 - 2006
    Ben Gurion University
    B. Sc., Physics

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