A business-card inspired personal website layout (using myself as an
example). Mainly an excuse to play with
react-spring. Note: Currently does not work on Firefox.
[website] [repo]
A playful redesign of CVS' Coronavirus vaccine appointment page using React,
next.js, mapbox, and github-actions for scheduled web scraping.
[website] [repo]
An interactive map illustrating England's tiered approach to Covid
lockdowns.
[map]
The purpose of this repository is to allow users to quickly create a web
demos for their GPT-3 related project ideas using only a few lines of
Python. We take care of all the boilerplate front-end code and provide a
clean, object-oriented interface to the GPT-3 API, making it quick and
easy to start testing out your ideas without requiring any web dev skills
whatsoever. For a list of interesting GPT-3 related project (a few of
which were created with the help of GPT-3 Sandbox), check out
gpt3examples.com.
[repo]
In this project, we sought to extract important features from longitudinal
wearable data using various functional data analysis techqniues. The
methods we applied, the discrete fourier transform, PCA, nonnegative
matrix factorization, and kmeans, were all variants of matrix
factorization. We validated these methods on the downstream task of
predicting resting heart rate of tracked subjects. We found that applying
the DFT to data on a weekly timescale gave the best predictive
performance, suggesting that regularity of activity patterns on longer
time scales may help explain variation in patient fitness, even after
accoutning for average activity levels. Finally, we discuss possible
interpretations of different frequency components of the DFT as well as
their implications for resting heart rate.
[paper] [repo]