Side Work
Projects
In UC Berkeley's Master of Information and Data Science (MIDS) program, I analyzed Bay Wheels
bikeshare data to drive business growth.
Analysis with SQL, Python, BigQuery, Jupyter Notebook. Link
In UC Berkeley's Master of Information and Data Science (MIDS) program, my team and I extensively analyzed the relationship
between mobility and the number of COVID-19 cases per capita in each US state.
Analysis in R. Link
At the University of Washington I created and taught undergraduate
classes (Github) on how to
create things like this.
Content included Python, numpy, matplotlib and more.
Data Source: World Ocean Atlas 2018
Now I use deep neural networks and machine learning to help bring ideas to life. Test out the following digit recognizer as an example (Github),
which uses a convolutional neural network I built in Tensorflow (99.3% accurate on MNIST dataset).
UI Credit: Benson Ruan
Hand Written Digit Recognition
Draw a Digit Below