Claire Pang
Github Portfolio
contact
clairepang22@gmail.comclairepang
about
Welcome! I am currently a Data Engineer at Gap Inc., and a data science graduate (December 2018) from the University of San Francisco.
Check out some of my projects below.
Machine Learning / Data Science
AI Generated Images
Python & TensorFlow
Use Generative Adversarial Networks trained on various image datasets (faces, sunsets, and more) to generate "fake" images
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Video Object Recognition
Python & TensorFlow
Object detection using trained TensorFlow model, & exporting .mp4 with labels using OpenCV
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Support Vector Machines
R
Comparison, optimization, and evaluation of SVM classification on different datasets.
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Data Visualization
Travel Map
Google Maps API + JS
Visualize my past trips on a map with markers identifying restaurants/hotels/landmarks visited. Clicking on a marker opens a popup with pictures taken at that location.
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Spotify Top 200
Spotify API + D3.js
Dashboard of Spotify Top 200 songs and streaming data. Allows users to view top songs in Jan-May 2018 and see a visualization of its popularity.
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Skyscrapers
D3.js
An exploration of skyscrapers in the US and the world through several different visualization styles.
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Data Visualization Research
Spatiotemporal Data Viz
Literature Review
This paper discusses the applications of spatiotemporal data in various domains, related visualization techniques, and future areas of research in this field.
Bar Charts User Study
Implementation of Current Paper
User study deployed on Amazon Mechanical Turk, data cleaning and statistical analysis, and comparison of my results to those found in the original paper.