Ido Shlomo

Tagline:Data Scientist, Python enthusiast, avid solo hiker.

Brooklyn, NY, USA

Talks

  • Building an Industry Classifier

    Date: Nov 2019

    Event name: ODSC Europe 2019 .Location: London .

    Description:

    This presentation covers the entire development pipeline hands-on: Crowdsourcing a tagged sample, building a smart and scalable web scraper, prepping and feeding the resulting raw data into BERT, fine tuning the model and finally deploying it as a cloud based service behind an API. Both model training and deployment will be through Amazon SageMaker.

  • Deploying ML Models from Scratch

    Date: Sep 2019

    Event name: DSGO 2019 .Location: San Diego, CA .

  • Risk Analytics on Apache Airflow

    Date: Apr 2019

    Event name: ODSC East 2019 .Location: Boston, MA .

    Description:

    Case study: Deploying a best-in-class ML analytics platform into production using Apache Airflow.

Publications

  • Data Ops: Running ML Models

    ReportPublisher:OpenDataScience.comDate:2019
    Authors:
    Ido Shlomo
  • Labor Market Transitions in the Israeli Economy: Estimation, Time Aggregation and Cyclical Properties

    DissertationPublisher:Tel Aviv UniversityDate:2015
    Authors:
    Ido Shlomo
  • 97 Things Every Data Engineer Should Know

    Book ChapterPublisher:O'ReillyDate:2021
    Authors:
    Ido Shlomo
    Description:

    Authored the chapter: "Cultivate good working relationships with data consumers."

  • From Unemployment Benefits to Employment Insurance Accounts: Reforming Unemployment Insurance in Israel

    Journal ArticlePublisher:Economic QuarterlyDate:2017
    Authors:
    Ofer SettyIdo Shlomo
    Description:

    Unemployment Accounts are private mandatory savings accounts which can only be used during unemployment or retirement. As opposed to unemployment insurance, unemployment accounts are able to mitigate the problem of moral hazard but at the cost of denying the unemployed any public insurance. We study a mixed approach, called Unemployment Insurance Accounts (UIA), which takes elements from both Unemployment Accounts and unemployment insurance. Under UIA, workers save in a mandatory savings account when employed and withdraw from that account when unemployed. Unemployed workers with depleted accounts receive unemployment benefits. This approach is more efficient than unemployment insurance since it can provide benefits selectively. We calibrate the model to the Israeli economy by making use of both existing and newly developed parameter estimates. We find that the transition to UIA yields a welfare gain of about 1%, measured as consumption equivalent variation.

Education

  • Master of Arts - MA

    from: 2013, until: 2015

    Field of study:EconomicsSchool:Tel Aviv University

    Description

    MA thesis adviser: Prof. Eran Yashiv.

  • Bachelor of Science - BS

    from: 2010, until: 2013

    Field of study:MathematicsSchool:Tel Aviv University