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 .
Publications
Labor Market Transitions in the Israeli Economy: Estimation, Time Aggregation and Cyclical Properties
DissertationPublisher:Tel Aviv UniversityDate:2015Authors:Ido ShlomoFrom Unemployment Benefits to Employment Insurance Accounts: Reforming Unemployment Insurance in Israel
Journal ArticlePublisher:Economic QuarterlyDate:2017Authors:Ofer SettyIdo ShlomoDescription: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: 2015Field of study:EconomicsSchool:Tel Aviv University
DescriptionMA thesis adviser: Prof. Eran Yashiv.
Bachelor of Science - BS
from: 2010, until: 2013Field of study:MathematicsSchool:Tel Aviv University