Minkyu Choi
**** *** ******, *** ****, NY ***** ac11s8@r.postjobfree.com 646-***-****
EDUCATION
Baruch College CUNY Zicklin School of Business, New York, NY 2014 - 2017
Bachelor of Business Administration Overall GPA: 3.74/4.00 (Major GPA: 3.81/4.00)
Major: Computer Information System in Data Analytics; Minor: Economics, Finance
Course: Adv. Corp. Finance & Investment Analysis, Business Statistics, Regression & Forecasting Modeling, Econometrics, Data Warehousing, Database Mgt Sys, Data Mining, Programming for Analytics, Obj-Orinted Programming, Calculus (I-III)
WORK EXPERIENCE
Argus Verisk, Data Analyst Intern, White Plains, NY Sep 2016 – May 2017
Developed strategies, best practices, and technical requirements to improve data manipulation and analysis
Queried millions of rows of data across multiple databases / servers using MS SQL Server to identify and resolve data issues
Leveraged large sets of data to define benchmark models to enable client’s objectives to better manage data and drive insights
GS Brokerage Firm, Junior Portfolio Analyst, New York, NY May 2015 – Sep 2015
Analyzed financial reports of small-cap value stocks to enhance diversification of the portfolio
Performed technical analyses to calculate expected support and resistance points of listed securities using historical data
Presented a proposal to management on long-term investment targets through technical and fundamental analyses
Conducted day-to-day market research to report changes in market movements regarding major financial market indices
HeyKorean (Non-Profit), Marketing Analyst, New York, NY Feb 2014 – Apr 2014
Developed a go-to-market strategy for organizational re-positioning and promotional initiatives
Defined and utilized various marketing tactics to promote higher customer enrollment, resulting in 10% increase in sales
Managed social presence across SNS platforms including Twitter, Facebook and other Korean social organizations
PROJECT
Risk Matrices Evaluation ‘Implied Volatility vs. Beta,’ Timeseries & Volatility, New York, NY Mar 2017 – May 2017
Identified a set of probable indicator of volatility based on mean-reversion value of the financial market through Time Series and Volatility modeling processes in various R packages
Examined various time-series models with market data indicating mean-reversion performance representing beta and then compared to GARCH model to recognize a better risk indicator
Student Performance Predictive Modeling, Machine Learning, New York, NY Oct 2016 – Jan 2017
Developed a predictive model based on 30+ quantitative & qualitative predictors by using machine learning from R to anticipate a performance of high school student who lives in urban areas
Tested with KNN and GLM, and hit 95% accuracy with GLM method
Data Warehousing for Gaming Industry, Database Management, New York, NY Oct 2016 - Dec 2016
Consolidated and analyzed large sets of data related to the game industry to identify key trends in the financial market with new VR technology introductions
Blueprinted a database and constructed a data warehouse with Pentaho and stored the prepared data queried by MySql
Developed dynamic visualizations and interpretations of key outcomes on Tableau
Boston Home Prices Prediction, Machine Learning, New York, NY Aug 2016 – Oct 2016
Established a housing price model of Boston based on quantitative instances to predictive a price of house in Boston
Worked with a decision-tree algorithm, resulted in increasing accuracy 12%+ compared to regression models by using Python
IBM Watson Case Competition, Deep Learning, New York, NY Sep 2014 – Jan 2015
Utilized IBM Watson program in the education sector to develop recommendations to enhance quality of public education
Proposed Watson Tutoring program to reduce educational gap among college students
LEADERSHIP EXPERIENCE
United States Army Reserve, Team leader in a Squad, Jersey city, NJ Sep 2015 – Present
Led a team of 4 to 5 soldiers to conduct military training and manage performance
IN2 Onnuri, Budget Coordinator, New York, NY Aug 2016 – May 2017
Developed various initiatives for the young adults group and proposed annual budget requests to be presented to the Board
Managed an annual budget of $20k and tracked actuals spent on individual projects across various teams
CERTIFICATION
Data Science Specialization Track, from Coursera
R Programming, from Data Camp
SKILL
Computer Language: C++, Python (Numpy, Pandas, Scikit-learn), R-Language, MySql
Computer Software: MS Office (Word, Excel, PowerPoint, Access), Pentaho, Tableau
Language: Proficient in English and Korean