Experience

Octopol

• Israel
• Software Development
• 1 - 100 Employee

• General Manager

  • May 2021 - Present

  Join our team :) https://octopol.io/

• Head of Data Science

  • Sep 2020 - Jun 2021

• Data Science Team Lead

  • Jan 2019 - Sep 2020

  > Manage and mentor a team of data scientists, while personally working on top priority projects (hands-on).> Serve as the technical and professional expert of the team, providing guidance on all projects.> Direct and define projects based on the business requirements of relevant stakeholders.> Design and code appropriate solutions using machine-learning, and communicating with all business partners.

• Data Scientist

  • Jul 2015 - Jan 2019

  > Responsible for end-to-end delivery of statistical analysis projects (from idea to production).> Create predictive models for various markets using mathematical/statistical analysis.> Develop online decision-making systems and optimize system utilization while maintaining quality of service.> Collaborate closely with product developers/managers to move projects from idea to implementation.> Machine learning techniques: GLM's, Tree Regression, Regularization Methods, Cross Validation etc.> Using technologies & environments: Python, R, SQL, Git, Linux, Docker, Rest API, AWS, GCP Show less



Delek

• Israel
• Oil and Gas
• 200 - 300 Employee

• Data Analyst

  • Jun 2013 - Jul 2015

  >Provided statistical data analysis like consumer behavior analysis and marketing analysis. >Designing and implementing models for complex, large-scale data sets. >Provided statistical data analysis like consumer behavior analysis and marketing analysis. >Designing and implementing models for complex, large-scale data sets.



The Interdisciplinary Center for Technology Analysis and Forecasting

• Tel-Aviv University

• Research Assistant

  • Mar 2013 - Aug 2013

  Participating at European project, RACE 2050, responsible for writing macro reviews about the impacts of European Security & Energy policies on global competitiveness of European transport industry. Participating at European project, RACE 2050, responsible for writing macro reviews about the impacts of European Security & Energy policies on global competitiveness of European transport industry.



Israel Ministry of Defense

• Tel Aviv

• Economist

  • Jan 2010 - Jan 2013