Shane Miller
Senior Machine Learning Engineer at Atlassian
Reston, Virginia, United States
Summary
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Senior🎓
Top SchoolShane Miller is a Senior Machine Learning Engineer with eight years of experience building and productionizing AI solutions for enterprise-scale data platforms. He has driven ML model development and scalable pipeline engineering at Capital One’s Apollo team and now brings that expertise to Atlassian, with a track record of improving data accuracy and reducing model runtimes. Earlier roles include leading ML efforts and anomaly detection systems at CDM Smith and full‑stack development work that gave him end-to-end product insight. Shane pairs strong analytical rigor and rapid technical learning with hands-on deployment experience, often balancing performance optimization with team mentorship. Based in Reston, VA, he combines academic foundations from ASU and UMD with pragmatic delivery in regulated, large‑dataset environments. An understated strength is his ability to translate complex models into operational workflows that measurably impact business metrics.
8 years of coding experience
6 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Arizona State UniversityBachelor's degree Computer Science, Bachelor's degree Computer Science at University of Maryland
English, Japanese
Github Skills (4)
python8
machine-learning7
data-science6
bitcoin1
Programming languages (2)
Github contributions (5)
shane-miller/KanjiGAN
Mar 2021 - Aug 2024
Uses a GAN to generate new kanji.
Contributions:6 PRs, 10 pushes, 6 branches in 3 years 5 months
gankanji
shane-miller/Fantasy-NHML
Jul 2020 - Sep 2022
A machine learning based fantasy hockey draft helper.
Contributions:192 commits, 4 PRs, 38 pushes in 2 years 1 month
pythondata-sciencefantasy-hockeyhockeymachine-learning
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