Garrett Hoffman

Principal Engineer, Machine Learning Infrastructure at Reddit, Inc.

Washington, District of Columbia, United States
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Summary

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Senior
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Top School
Garrett Hoffman is a Principal Engineer specializing in machine learning infrastructure with a decade of experience building scalable ML platforms at Reddit and earlier leading data science at StockTwits. He combines deep technical fluency from a CS master’s at Georgia Tech with a people-first approach to turn social and behavioral data into research and discovery tools used by over a million investors. Garrett’s background spans applied data science, platform engineering, and instructional roles, giving him a rare mix of hands-on model work and production-grade infrastructure design. He is focused on enabling reliable, observable ML workflows that bridge research and product, and has repeatedly scaled systems across high-traffic social platforms. An actuary-trained mathematician by undergraduate training, he brings rigorous quantitative thinking to product and systems tradeoffs.
code10 years of coding experience
job11 years of employment as a software developer
bookMaster’s Degree Computer Science, Master’s Degree Computer Science at Georgia Institute of Technology
bookBachelor’s Degree Mathematics, Bachelor’s Degree Mathematics at The College of New Jersey
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Github Skills (61)

lstm-neural-networks10
python10
data-science10
lifecycle10
scikit10
statistics10
machine-learning10
infer10
scikit-learn10
data-analysis10
stock9
mlflow9
apache-spark9
model-management9
dvc9

Programming languages (3)

GoJupyter NotebookPython

Github contributions (5)

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Contributions:27 commits, 19 pushes, 1 branch in 21 days
garretthoffman/lstm-oreilly

Dec 2017 - May 2019

How to build a Multilayered LSTM Network to infer Stock Market sentiment from social conversation using TensorFlow.
Contributions:10 commits, 1 PR, 8 pushes in 1 year 5 months
stock-marketinferlstm-neural-networksdeep-learninglstm
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Garrett Hoffman - Principal Engineer, Machine Learning Infrastructure at Reddit, Inc.