Seth Donaldson
Machine Learning Engineer at Junior
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolSeth Donaldson is a Machine Learning Engineer with a decade of experience building production ML systems and research-driven models, currently based in New York. He has led small engineering teams to deliver LLM-powered tooling at The Home Depot and built real-time feature-serving infrastructure at Etsy that contributed to over $60M in revenue/savings. His background spans applied computer vision, GAN research, AutoML and feature engineering, with academic roots from Columbia University and hands-on experience translating research into production. Comfortable across the ML lifecycle, Seth has implemented Dataflow pipelines, Bigtable-backed feature stores, CI/CD for pipelines, and production-grade model-serving solutions. He pairs deep learning research experience (e.g., improving Deep Graph Pose and AutoML models) with practical mobile and frontend engineering early in his career, showing a rare blend of research literacy and product-minded execution. A polyglot learner who studies languages, he brings curiosity and cross-disciplinary thinking to complex ML problems.
10 years of coding experience
8 years of employment as a software developer
Master of Science - MS Computer Science: Machine Learning Track, Master of Science - MS Computer Science: Machine Learning Track at Columbia University
English, Portuguese, Japanese
Stackoverflow
341reputation
32kreached
3answers
8questions
Github Skills (32)
python9
machine-learning9
pytorch-lightning9
deep-learning9
gpu8
tensorflow8
neural-network8
pose8
data-science7
android-application6
adb6
android-studio6
android6
pose-estimation6
android-recyclerview6
Programming languages (5)
Github contributions (5)
sethcoast/470Lab3
Nov 2019 - Jan 2024
Contributions:5 pushes, 1 branch in 4 years 3 months
paninski-lab/deepgraphpose
Feb 2021 - Apr 2021
DeepGraphPose
Contributions:82 commits, 75 pushes, 1 branch in 2 months
deep-learning
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