Debora Bilard
Development
Tel Aviv, Israel
Skills
Data Science
About
Debora Bilard's skills align with Programmers (Information and Communication Technology). Debora also has skills associated with Database Specialists (Information and Communication Technology). Debora Bilard has 25 years of work experience, with 2 years of management experience, including a high-level position.
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Work Experience
Data Scientist
TSG IT Advanced Systems Ltd
June 2022 - June 2023
- Or Yehuda, Israel Development of ML models for forecasting medical conditions and anticipate treatment, in cooperation with ICU physicians of Beilinson hospital, Petach Tikva, Israel: - Data mining and classification - scripting of a PostgreSQL procedure to label delirium (y/n). Use of rules from medical literature, and a standard database in medical research (MIMIC-IV), - Improving and training of a time series, classification, XGBoost model, - Use of NLP models to convert diagnosis of pulmonary medical conditions into tabular data. Tech stack: Python, PostgreSQL, Windows, Linux, AWS, Git.
Data Scientist
CRiskCo Credit community
May 2021 - September 2021
- Development of an ML credit score model to rank Mexican businesses commissioned by Israeli lenders: - End-to-end development of a Random Forest classification model, using financial data and characteristics of Mexican businesses. Tech stack: R, MySQL, Windows, Azure.
Israel Discount Bank
November 2020 - April 2021
- Validation and enhancement of risk management models (credit and macroeconomic risks). R and Excel.
Data Scientist
Ogentech Ltd
August 2017 - October 2020
- Growth analytics of Whirlpool U.S. and Europe for the optimization of supply chain and marketing: - End-to-end development of an ML model to forecast demand for the merchandising department, - Data mining and anomaly detection to align demand forecasts between Whirlpool's departments, - Dashboards to analyze KPIs of Whirlpool's retailers in the U.S. Online courses in R, C #, SQL, Python, ML, time series. Tech stack: R, C#, SQL Server, Power BI, AWS, Git.
Researcher and Consultant; Rio
Janeiro
January 2016 - December 2017
- Surveys of macroeconomic and financial developments for the fintech "SAALT": https://saalt.net/. Associated Consultant of "Timberlake" - U.K. provider of statistics and econometrics courses and distributor of Stata. Presentation of "Stata for Big Data and Data Science" at Stata annual meeting, Brazilian users.
Executive
Market Intelligence
January 2015 - December 2016
- "Brasscom" - Brazilian Association of Information and Communication Technology Companies (ICT), Sao Paulo, Brazil Provision of market intelligence to "Gartner", Brazilian ICT companies and the Brazilian government: - Report on economic developments in the Brazilian ICT market, - Survey on governmental policy and statistical analysis of digital inclusion in Brazil, - Ranking of ICT companies according to international market penetration, commissioned by APEX - the governmental agency that promotes Brazilian exports.
Lecturer of Economics
Mathematics and Statistics
January 2013 - December 2014
Researcher and Teacher Assistant in Economics
University of Amsterdam and Tinbergen Institute
January 2002 - December 2012
- Amsterdam, the Netherlands - Research in the field of population aging and pension policy, - Teaching and guidance at the international undergraduate program in Economics, - Presentation and discussion of academic research at international conferences in Europe and U.S., - Publishing of a discussion paper and peer review of academic papers.
Economist
"Myers-JDC-Brookdale Institute", think tank in applied social research
January 2000 - December 2002
- Economic research for two external committees appointed by the Israeli government: 1) the economic effects of raising the retirement age; 2) the design and evaluation of a pilot program for integrating welfare recipients back to the labor market, - Economic and statistical analyses for the multidisciplinary research staff.
Economist
Bank of Israel, Research department
January 1998 - December 2000
- - Elaboration of monthly reports on monetary developments for the bank's board, - Surveys of financial markets, during economic crises, in emerging economies, - Econometric analysis of the effects of the Israeli capital market liberalization on interest rates.
Education
M.Sc.
The University
doctoral
January 2002 - January 2006
