Anna Shors

Deep Learning Algorithm Engineer at NVIDIA

San Francisco, California, United States
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Summary

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Anna Shors is a Deep Learning Algorithm Engineer at NVIDIA with five years of experience bridging pure mathematics and applied machine learning. With dual training in mathematics (University of Rochester) and data science (Stanford), she has contributed to research on variational EM for social networks, L2 regularization variants for NLP, and sum-product estimates in finite fields. Proficient in Python, R, and Java, she has taught data analysis in R and translated theoretical insights into practical deep learning solutions, particularly in named entity recognition. Based in San Francisco, she enjoys tackling combinatorics-flavored ML problems and brings a problem-solver's curiosity—honed by math competitions and Rubik’s cubes—to engineering research and production-grade algorithm development.
code5 years of coding experience
job2 years of employment as a software developer
bookBachelor's degree, Mathematics, Bachelor's degree, Mathematics at University of Rochester
bookMaster's degree, Data Science, Master's degree, Data Science at Stanford University
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Github Skills (45)

transformers10
pytorch10
machine-translation10
llama10
text-to-speech10
speech-synthesis10
inference10
multimodal10
large-language-models10
automatic-speech-recognition10
amd10
llm10
transformer-models10
openai10
speech10

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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nvjax-svc-0/praxis

Sep 2023 - Dec 2024

Contributions:3 reviews, 5 PRs, 14 pushes in 1 year 3 months
nvjax-svc-0/flax

Sep 2023 - Mar 2025

Flax is a neural network library for JAX that is designed for flexibility.
Contributions:1 review, 13 pushes, 10 branches in 1 year 5 months
jaxneural-network
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