Experience

I-Medata AI Center

• Israel
• Hospitals and Health Care
• 1 - 100 Employee

• Senior Researcher | Data Scientist

  • Jul 2023 - Present

  Revolutionizing healthcare through the fusion of data and artificial intelligence



Lemonade

• United States
• Insurance
• 700 & Above Employee

• Senior ML/AI Data Scientist

  • Nov 2020 - Aug 2022

  As the first data scientist in the car data-science team, I supported all data-science aspects of the new car insurance product from early stages until its post-launch growth, while providing guidance for newer members of the team. I helped create the infra for ML models, from data collection to research to deployment for real-time inference. I developed real-time machine learning models, such as customer risk, likelihood to purchase, fraud detection and driving patterns… Show more As the first data scientist in the car data-science team, I supported all data-science aspects of the new car insurance product from early stages until its post-launch growth, while providing guidance for newer members of the team. I helped create the infra for ML models, from data collection to research to deployment for real-time inference. I developed real-time machine learning models, such as customer risk, likelihood to purchase, fraud detection and driving patterns classification. Show less



Kenshoo

• Advertising Services
• 1 - 100 Employee

• Senior Data Scientist

  • Nov 2018 - Nov 2020

  Tel Aviv Area, Israel As a senior data scientist in the research team, I have been working on innovative projects that offer Kenshoo and its clients proofs of concept for new features, new capabilities and state-of-the-art predictions and optimization algorithms.

• Researcher / Data Scientist

  • Jan 2016 - Oct 2018

  As a data scientist in the research team, I have been using big data and machine learning to perform complex analysis and developed algorithms and models for Kenshoo’s digital advertising optimization platform for large SEM channels, such as Google Ads, Facebook and Amazon.



Paieon Medical

• Israel
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Algorithm Developer

  • 2011 - 2014

  Responsible for one of the core modules of a novel modality for cardiac imaging, in the field of cardiac resynchronization therapy. Worked on several projects, hands on, which involve state-of-the-art computer vision, 3D reconstruction and signal processing algorithms, mostly in MATLAB. Provided a major contribution to the product's FDA and CE approval. Performed quantitative comparative research with a few modalities, which resulted in several publications in major conferences.



Tel Aviv University

• Israel
• Higher Education
• 700 & Above Employee

• Graduate Teaching Assistant

  • 2006 - 2010

  Taught in the graduate courses ’Thermodynamics and Statistical Mechanics I’ and ’Advanced Electromagnetism’

• Teaching Assistant

  • 2003 - 2010

  Senior instructor in the undergraduate course ’Physics Lab A’



IDF

• Hard Manual Labor

  • 1994 - 1999