Datacrafting

Projects

Things I've done

The Evolving Ecosystem of COVID-19 Contact Tracing Applications

Article published in the Harvard Data Science Review analyzing the ethics of over 150 COVID-19 contact tracin applications.

pythonwriting

In Data we Trust

Submission to the St. Gallen Symposium 2020 essay competition. Although the symposium was delayed due to the global pandemic, this essay was chosen for publication in a collection of notable submissions. I advocate for the use of data trusts to protect user privacy in a digital, data-driven age.

Writing

Normalizing Flows

A visualization of normalizing flows, a technique for transforming simple distributions into more complex ones for use in variational inference.

D3.js

Police Reform Tracker

An interactive map and table showing police reforms passed by state legislatures across the United States. I was part of a team of two devs and many more people keeping track of laws and developments in the fight for police accountability.

React

COVID-19 Student Response Team

The website of the Harvard Medical Students COVID-19 Response Team -- a group of HMS students producing and disseminating educational resources, as well as coordinating activism initiatives surrounding COVID-19.

Hugo

CornBERT

Building a transformer model to predict the expression of maize genes from DNA promoter sequences.

PythonHuggingfacePyTorchNLP

Mapping COVID-19 Contact Tracing Applications Around the World

A visualization and database of contact tracing applications around the world for COVID-19. Hoping to keep this updated frequently.

D3.jsReactPython

#democracy

Real-time nowcasting public opinion polls in the 2020 Democratic primaries using Twitter, NLP, and Bayesian modelling

PythonspaCykerasTWINT

Basal Vitamin D Status and Supplement Dose Are Primary Contributors to Maternal 25-Hydroxyvitamin D Response to Prenatal and Postpartum Cholecalciferol Supplementation.

Published in the Journal of Nutrition, written in collaboration with SickKids Hospital, Toronto, Canada.

STATAstatistical analysiswriting

Marvel Cinematic Universe

A data-driven visual exploration of the success of the Marvel Cinematic Universe (MCU) franchise of movies. Built with D3.js

D3.js