Takes famous excerpts from Shakespeare and rewrites them from the perspective of dogs about dog life and dog issues. Instead of "To be or not to be" think "To pee or not to pee" in the house. I hired an illustrator to make the pictures. Read it here!
Fishy is a game made with Python to demonstrate OOP. The player is a fish that tries to eat smaller fishy
to grow larger.
Code Here
Teddy Isn't Ready is a Javascript game created with the Phaser library.
Play as Teddy—an adorable 9 pound toy poodle that everyone wants to pet.
Teddy is afraid of having people touch him because his small stature makes him fragile.
Bark at people to scare them away!
Play it here! and Code Here
SAS Macro Library
While working at an economic consulting firm, I developed a SAS macro library that
automated common SAS tasks
made learning SAS syntax easier for those new to programming
Though I rarely use SAS now (heavy lifting is best done elsewhere), I often distribute this library to people that are learning SAS.
Macro Library and Documentation Here
Exloration of Data Set and Statitical Tests
R Markdown file that explores a sample of the American National Election Studies survey. Data quality is examined and variable distributions evaluated using R and ggplot2. After assumptions are checked, appropriate statistical tests are conducted.
Code here
R Markdown file that explores Classical Linear Model assumptions for a model predicting YouTube video views from video length and ratings.
Code here
Excel Macro Library
Excel is the most commonly used tool for viewing data.
Though most heavy lifting of data analysis happens elsewhere,
often results are exported to xlsx so they are universal.
Export options in other software are usually limited in terms of formatting,
but formatting is essential to convey data. This repo is meant to list Excel
macros that quickly format or manipulate spreadsheets
so that they can be quickly shared.
Code here
Teaching Experience
Explaining complex concepts to business decision makers is a key part of being a data scientist.
I have planned and conducted 5 trainings of more than 15 people at client sites to teach non-technical
analysts to use SQL, R, and proprietary software to load, clean, explore, and analyze data.
While a teacher at one of the lowest performing middle schools in all of California, I learned to
scaffold concepts so that they were approachable and challenging to maximize results.
Facial Keypoints Convolutional Neural Network
Led UC Berkeley Masters in Data Science Machine Learning final project to find facial keypoints using a convolutional neural network.
Code here Kaggle Competition Details Here
