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Data Scientist

San Francisco, CA
March 19, 2020

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Egor Kudriavtcev +1-585-***-**** site:

linkedin: Summary

I am looking for a position in innovations focused company which pushes the boundaries of mathematical modeling, machine learning, artificial intelligence, or applied economics. I am eager to develop, implement and improve new or existing models. The company will benefit from my critical and creative thinking, fast learning, and ability to communicate with different departments using their vocabulary. I have intense training in economics, marketing, applied mathematics, statistics, and computer science. Selected projects

2020 Improving the substitution patterns of aggregate demand models (Julia, Python, R) 2019 Matrix factorization using neural networks (Python, Keras) 2019 Text-mining of online reviews (R)

2017 Web-scraping with 100’000 requests per day (C#, custom ORM for MySQL) 2013 Software for semi-automatic parsing huge text of data with user-friendly interface (Java) 2011 Lan based games with stabilo-cheers synchronization (C++, RakNet, Irrlicht, .NET) Education

2017 – 2020 The Simon Business School, University of Rochester, Master of Science (MSBA) Major: Business Administration, specialization: Marketing 2011 – 2013 New Economic School, Master of Arts

Major: Economics, specialization: Finance

2008 – 2010 Moscow Institute of Physics and Technology, Master of Science Major: Applied Mathematics and Physics, specialization: Applied Economics 2004 – 2008 Moscow Institute of Physics and Technology, Bachelor of Science Major: Applied Mathematics and Physics, specialization: Applied Mathematics Work/Research experience

2017 – 2020 The Simon Business School, University of Rochester, PhD Student Quantitative marketing modeling, web scraping, working with Nielsen databases 2014 – 2015 OAS Enterprises, Fixed income Analyst

Fundamental analysis of high-yield corporate bonds, informational support of the fund 2014 – 2015 Strategy Partners Group, Econometrician Econometric modeling in a series of projects, hierarchical models 2012 – 2014 Gaidar Institute of Economic Policy, Researcher Models of International trade, preparing international trade reports 2011 summer Startup “Evanti”, Expert in Experimental Economics Completed investment memorandum

2009 – 2011 Experimental Economics Laboratory at MIPT, Researcher Conducting lab experiments, developing software for experiments, trading robots 2007 – 2009 Institute of Economic Forecasting, RAS, Researcher Leontief input-output models, case study of innovation activity Teaching experience (Lecturer and/or Lab instructor) 2018 – 2019 The Simon Business School, University of Rochester, Marketing Analytics and Research 2013 – 2014 Higher School of Economics, Statistics 2013 International College of Economics and Finance, Excel, VBA 2013 New Economic School, MS in Finance program, Financial Econometrics 2012 – 2013 State Academic University for Humanities, Econometrics 2010 – 2011 Evening School of Engineering and Physics, MIPT, Advanced Mathematics Skills

Programming languages: R, Python, Julia, MATLAB, C#, Java, JavaScript, C++, MS VBA for Excel, Technologies: Stata, SQL, rstan, LaTeX, HTML, Linux KVM, Bloomberg Terminal, Unity3d Modeling: Aggregate demand, Discreet choice, Machine Learning, Bayesian Estimation, Matching Languages: English – fluent, Russian – native

Community involvement

2013 Accomplished a crowdfunding campaign to purchase a foosball table for NES students 2013-2015 Leader of senior foosball team at NES, coach of junior foosball team at NES Hobbies Learning programming languages, experimenting with rack servers References available upon request

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