Hello! I am a Machine Learning Engineer and Data Scientist specializing in Deep Learning, NLP, and Computer Vision. Have a look-see at some highlights of my work and accomplishments!
Acting as tech lead, my team trained a more powerful and accurate resume parser for the www.ziprecruiter.com website. By training on a more powerful architecture with multitask learning, this model extracts many more fields at a higher rate of precision and recall than previous models.
I led the effort on an open source tool that converts projects from Poetry to uv, including the pyproject.toml file and keeping lock files equivalent. My company used this to migrate all of our own apps to great success!
https://github.com/ZipRecruiter/poetry2uv
A versatile open source tool I created for scrubbing profanity from text. Using a more efficient algorithm, it outperforms alternatives like better-profanity by orders of magnitude.
I have made many contributions to this modern NLP framework for multitask learning.
Features:
Deep Nearest Means Classifier Decoder
I received my PhD in high-energy astrophysics at UCLA, and am published in the Astrophysical Journal.
My dissertation includes a chapter on using boosted decision tree learning for image classification and regression.