Mario Wijaya
Data Scientist
Nike Inc.
wmijaya3gmail.com
https://mwijaya3.github.io

Education

  1. 2018
     M.S. Analytics Georgia Institute of Technology
  2. 2017 B.S. Industrial and Systems Engineering Georgia Institute of Technology
    Concentration: Operations Research
    Honors: Highest Honor

Interests

  1. My passion lies in Machine Learning, Data Science, and Information Visualization—synergizing all— to solve critical problems to help a company make informative decision. Take a look at my current resume.

ACADEMIC Honors & Awards

  1. 2017
    Blog
    Carbon Reduction Challenge Winners (1st place), for the sustainability project at SunTrust which use analytics to come up with sustainability strategies. Anjani Agrawal, William Courreges-Clercq, Alex Ketchum, Nicholas Rogstad, Sam Rubin, Mario Wijaya
  2. 2017Kurt Salmon Scholarship in Industrial and Systems Engineering, awards $800.

Employment

  1. Fall 2018Nike Beaverton, OR
    Data Scientist
  2. Summer 2018Nike Beaverton, OR
    Data Science Intern
  3. Spring 2018Georgia Institute of Technology Atlanta, GA
    Graduate Teaching Assistant
  4. Vertaeon Atlanta, GA
    Developer/Analyst
  5. Summer 2017SunTrust Atlanta, GA
    Business Analyst Intern
  6. Summer 2016W.L. Gore & Associates Flagstaff, AZ
    Operations Analyst Intern
  7. Spring 2016Georgia Institute of Technology Atlanta, GA
    Undergraduate Research Assistant Supervisor: Prof. Jye-Chyi(JC) Lu

Projects

  1. Fall 2017
    PDF
    Vimeo
    MovieHunt: Interactive Visualization to Help Users Find the Next Movies to Watch.
    HTML, CSS, d3.js, jQuery
    Xinyu Li, Xiongxin Li, Yiran Ma, Bum Jun Park, Yiran Ma, Mario Wijaya
  2. PDF
    Code
    DisFood: Improving Chronic Disease Control Through Machine Learning & Visualization.
    d3.js, HTML, CSS, Google Maps API
    Yi-Hsuan Hsieh, Luffina Huang, Lei Jiang, Mario Wijaya, Keith Woh
  3. PDF
    Slide
    Code
    Modeling Wine Quality Using Classification and Regression.
    Python3: Scikit-Learn, R
    Mario Wijaya
  4. Spring 2017
    PDF
    Slide
    Code
    Convex and Non-Convex Classification of S&P 500 Stocks.
    Python3: requests, bs4, yahoo_finance, numpy
    Matt Faulkner, Chris Fu, James Moriarty, Masud Parvez, Mario Wijaya
  6. PDF
    Slide
    Improving Patient Wait Times for Oncology Atlanta VA Medical Center.
    Arena, VBA
    Sana Fathima, Courtney Hall, Ousmane Kaba, Gun Hee Lee, Zeba Munshi, Christopher Noerjadi, Rebeccah Sharpe, Mario Wijaya
  8. Fall 2016
    Code
    Optimization Modeling of Diet, Cutting Stock, Dantzig-Wolfe, TSP problems.
    Xpress
    Swanand Kulkarni, Mario Wijaya, Jiahao Xie, Zhaohua Yu
  10. Spring 2016
    Code
    Ticket Management System.
    Python, SQL, MySQL
    Ousmane Kaba, Wenlu Fu, Masud Parvez, Mario Wijaya
  12. PDF
    Sales Price of Laptop.
    Minitab, Excel
    Hyunwoo Cho, Jay Jung, Gun Hee Lee, Chan Hong Park, Seoyul Um, Mario Wijaya

Coursework

  1. Analytics
    • Advanced Statistical Modeling
    • Computational Data Analysis/Machine learning
    • Computational Methods
    • Data Analytics in Business
    • Data & Visual Analytics
    • Information Visualization
    • Markets in Data Science
    • Principles of Management for Engineers
  2. Industrial Engineering
    • Data Input/Manipulation
    • Statistical Methodology
    • Stochastic Manufacturing & Service System
    • Database Systems
    • Engineering Economy
    • Methods-Quality Improvement
    • Regression/Forecasting
    • Advanced Stochastic System
    • Discrete Mathematics
    • Healthcare Delivery
    • Sustainable System
    • Simulation Analysis & Design
    • Deterministic Optimization
    • Advanced Optimization

Skills

  1. Analytics
    • Classification
    • Clustering
    • Forecasting&Regression
    • Machine Learning
    • Optimization
    • Simulation
    • Stochastics
    • Information Visualization
  2. Programming
    • Java
    • C
    • Python
    • Matlab
    • R
    • SQL
    • JavaScript
    • d3.js
    • Node.js
    • React.js
    • CSS
    • HTML
  3. Software/Database
    • Arena
    • Simio
    • MiniTab
    • Tableau
    • QlikView
    • SQLite
    • OpenRefine
  4. Big Data & Cloud Computing
    • Hadoop
    • MapReduce
    • Spark
    • Pig
    • AWS
    • Azure
  5. Languages
    • English
    • Mandarin
    • Taiwanese (native)
    • Bahasa Indonesia
    • Standard Malay