ILYA KUPCHENKO
CONTACT INFORMATION
E-mail: ac2ha1@r.postjobfree.com
Web-site: ilyakupchenko.wordpress.com
Github: ilya-kupchenko.github.io
ADDRESS
*** **** ********** ****, ***. 4
Pasadena, CA, 91104
Cell phone: +1-213-***-****
OBJECTIVE
Sr. Data Analyst/QA
COMPUTER SKILLS
Math software: Matlab, MathCAD, Mapple, Mathematica, Octave
Languages: C/C++, Fortran, Python, PHP, Perl, BASH/CSH, VBA, Java, JavaScript
Data Analysis: Python Sklearn (PCA, ICA, SVM, Random Forests, XGBoost), Python Web-Crawlers: Selenium and Scrapy, OpenCV (computer vision) EDUCATION
University of Southern California
MS in Chemistry
MS in Computer Science with Concentration in Data Science, GPA 3.6 PROJECTS
Potential of Mean Force github.com/ilya-kupchenko/pmf PMF algorithm for the evaluation of the kinetic energy barriers of the molecular processes using the overlapping histograms
Santander Kaggle Competition github.com/ilya-kupchenko/xgboost-kaggle-santander-solution XGBoost Solution for Santander Customer Satisfaction 2016: predicting customers satisfaction bas- ing on their interaction with the Santander Bank website. Car Website Scraper github.com/ilya-kupchenko/car-website-scraper Scraping the car market analytics websites: classifying the models, makes, years and engine param- eters and building up a joint ontology for querying several websites via COMA++ schema matching algorithm.
EXPERIENCE
Research Assistant University of Southern California Summer 2012-Summer 2016 Los Angeles, CA
Evaluating the energy barriers via molecular dynamics and Monte-Carlo methods. Research Assistant Lomonosov Moscow State University Fall 2007 { Spring 2011 Moscow, Russia
Simulation of migration of nanoparticle clusters over the crystal surface. (fullerenes and carboranes) using molecular dynamics.
Process Engineer, Intern Proctror & Gamble Summer 2008 Russia, Moscow
Supply Chain Optimization Intern.
Process Engineer, Intern British American Tobacco Summer 2007 Russia, Moscow
Data Analysis Intern. Quality Assurance Data Analysis.