Research

Twitter

2021 - Present

I recently joined Twitter's Machine Learning Ethics, Transparency, and Accountability (META) team as a Senior Researcher. I will be studying ways to make algorithmic systems more equitable and accountable.

Lightmatter

2018 - 2021

I work as a Machine Learning Scientist tackling algorithmic research related to Lightmatter's novel photonic processor. Work includes studying how to accelerate common neural net workloads most efficiently and the effects of quantization on model accuracy.

Draper

2016 - 2018

Team lead for DARPA-funded project on automated vulnerability detection and repair in C/C++ source code. Helped develop a novel GAN-based framework for training a sequence-to-sequence network to perform repairs without the need for paired training examples

ATLAS Experiment

2011 - 2016

My graduate work focused on the Higgs Boson, from its discovery, to measuring its properties, to using it as a tool to search for new physics.