Carson Eisenach

Principal Applied Scientist at Amazon

New York, New York, United States
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Summary

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Senior
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Carson Eisenach is a Principal Applied Scientist at Amazon with 11 years of experience applying deep reinforcement learning to real-world supply chain and control problems. He specializes in constraining RL agents as alternatives to model predictive control and improving communication between planning agents and real-time systems, bridging research and production. Carson’s work increasingly explores the intersection of RL and large language models to build agents that reason, plan, and act in dynamic environments. He holds a PhD in Operations Research from Princeton and a BA in Mathematics and Computer Science from Williams College, combining rigorous theory with hands-on engineering at scale. Based in New York, he has progressed through technical roles at Amazon and research internships like Tencent America, reflecting a career that blends academic depth with practical impact.
code11 years of coding experience
job6 years of employment as a software developer
bookBachelor of Arts (B.A.) Mathematics and Computer Science, Bachelor of Arts (B.A.) Mathematics and Computer Science at Williams College
bookDoctor of Philosophy (PhD) Operations Research, Doctor of Philosophy (PhD) Operations Research at Princeton University
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Stackoverflow

Stats
1reputation
61reached
0answers
1question
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Github Skills (36)

dataflow9
dep9
portable9
python9
mxnet9
julia9
mutation9
microservices8
deep-learning8
proxies8
gpu8
machine-learning8
scala8
security8
scheduler8

Programming languages (3)

C++GoPython

Github contributions (5)

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ceisenach/torchkit

Jul 2018 - Feb 2019

Contributions:114 commits in 7 months
Contributions:15 commits, 11 pushes, 1 branch in 1 year 11 months
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Carson Eisenach - Principal Applied Scientist at Amazon