Ayush Shah

Machine Learning Engineer at University of Michigan - School of Information

New York, New York, United States
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Summary

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Ayush Shah is a Machine Learning Engineer with 11 years of experience building production ML systems and data pipelines across finance, healthcare, and telecommunications. Currently at Western Union in New York, he deploys predictive models in Snowflake and Dataiku to improve fund management and automate daily forecasting workflows. His background combines hands-on software engineering (Java, SpringBoot, Apache Spark, AWS) with applied data science from internships and roles at Michigan Medicine and academic positions at the University of Michigan. Ayush bridges research and production—having served as a graduate research assistant and instructional aide—so he’s comfortable translating complex algorithms into teachable, production-ready solutions. He has a MS in Big Data Analytics from the University of Michigan and a BTech in ECE, giving him cross-disciplinary fluency in systems, analytics, and domain-driven modeling. Notably, he has reduced operational wait times and financial risk via models deployed across large, real-world datasets, reflecting a practical focus on measurable impact.
code11 years of coding experience
job3 years of employment as a software developer
bookMaster of Science - MS, Big Data Analytics, Master of Science - MS, Big Data Analytics at University of Michigan
bookBachelor of Technology - BTech, Electrical, Electronics and Communications Engineering, Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering at Veermata Jijabai Technological Institute (VJTI)
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Github Skills (48)

caffe10
factory10
ide10
keras10
chainer9
dialog9
visualization9
kubernetes9
python9
visual-question-answering9
tensorflow8
browser8
visualize8
javascript8
neural-network7

Programming languages (4)

LuaHTMLJupyter NotebookPython

Github contributions (5)

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ayshrv/mobilenet_psp

Dec 2017 - Jan 2018

Contributions:84 commits in 22 days
GT-Vision-Lab/VQA-Website

Jan 2019 - Apr 2021

Visual Question Answering Website
Contributions:169 commits, 16 PRs, 166 pushes in 2 years 3 months
nlpquestionvisual-question-answeringnatural-language-processinganswering
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Ayush Shah - Machine Learning Engineer at University of Michigan - School of Information