Doug Andrade
A collection of personal data science projects, as well as an outline of my education and professional experience.
Data Science Portfolio
Projects
Interactive RShiny dashboard of the U.S. Social Security Administration’s most popular baby names since 1880
- RShiny Dashboard
- Medium Article - The Rise and Fall of Your Name: A Tale of Discovery in RShiny
- GitHub Repository - RShiny
- Database
Convolutional neural network for multi-classification image recognition of dog emotions
- Medium Article - From Pixels to Feelings: Using CNNs to Decode Canine Emotions through Transfer Learning
- GitHub Repository - Rogi_Emotions_CNN.ipynb
- Database
Technical Skills
- Languages: Python, R
- Business Intelligence: Office 365 applications, Tableau, RShiny
- Decision Science: Time-Series, Forecasting, Linear Programming and Optimization, Monte-Carlo Simulation
- Machine Learning: Linear Regression, Classification, Tree-Based Methods, Support Vector Machines, Neural Networks, Unsupervised Methods
Education
- Certificate of Data Science (December 2024)
- Naval Postgraduate School
- Master of Science in Business Analytics (2023)
- College of William & Mary
- Master of Business Administration (2021)
- College of William & Mary
- Bachelor of Science in Political Science (2008)
- United States Naval Academy
- Naval Academy Appointment (2004)
- Naval Academy Preparatory School
Military Training
- Joint Capabilities Integration & Development System (2022)
- Defense Acquisition University
- E-2C/D Naval Flight Officer Instructor (2014)
- VAW-120 Greyhawks
- Marine Aviation Weapons & Tactics Instructor (2012)
- MAWTS-1
- Interface Control Officer (2012)
- Multi-Tactical Data Link Advanced Joint Interoperability Course
- E-2C Naval Flight Officer (2011)
- Naval Flight School at VT-4 Warbucks and VAW-120 Greyhawks
Military Experience
- Requirements Manager (2022-Present)
- OPNAV N2N6 Information Warfare Division
- Department Head and Naval Flight Officer Instructor (2019-2022)
- VAW-120 Greyhawks Fleet Replacement Squadron
- Tactical Action Officer and Division Officer (2017-2019)
- USS Abraham Lincoln CVN 72
- Naval Flight Officer Instructor and Division Officer (2014-2017)
- VAW-120 Greyhawks Fleet Replacement Squadron
- Mission Commander and Division Officer (2011-2014)
- VAW-124 Bear Aces