Data is awesome!
I’m passionate about applying cutting-edge computational techniques to solve problems from a data-centric perspective.
Some independent machine learning projects that I have worked on in my spare time …
Forecasting San Francisco weather.
Predict weather at San Francisco International Airport (SFO) using long short-term memory (LSTM).
Detecting Hurricane Harvey flood damage.
Detect damage in satellite images caused by Hurricane Harvey using a convolutional neural network (CNN).
Predicting Google Merchandise Store customer revenue.
Predict future customer revenue from visitor data to an online merchandise store.
Predicting house prices in Ames, Iowa.
Predict house prices in Ames, Iowa.
… I also develop pystrat, a Python package for convenient stratigraphic plotting and analysis …
… and once in a while I’ll write a brief post about something I learned in the hope that it will be useful for someone else.