Kristjan Arumae

Senior Applied Scientist at Amazon

New York, New York, United States
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Summary

👤
Senior
🎓
Top School
Kristjan Arumae is a Senior Applied Scientist with a decade of experience building and deploying ML systems across Amazon and Qualtrics, now based in New York. He blends research rigor from his MS in Computer Science with hands-on production experience in NLP and applied ML—having interned on AWS Comprehend Medical and returned to Amazon as a full-time scientist. At Qualtrics he progressed from Senior Researcher to Staff Applied Scientist, bridging product needs with research-driven solutions. Known for navigating both academic and industry environments, he moves models from prototype to scale while keeping an eye on product impact and user-facing metrics. Colleagues describe him as a pragmatic scientist who values reproducibility and operational robustness as much as novel algorithms.
code10 years of coding experience
job10 years of employment as a software developer
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at University of Central Florida
languagesEstonian, English
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Github Skills (40)

transformers10
pytorch10
language-model10
python10
machine-learning10
deep-learning10
tensorflow10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
jax10
seq2seq9
facebook9

Programming languages (1)

Python

Github contributions (5)

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ucfnlp/summ_qa_rewards

Sep 2017 - Jun 2019

Contributions:419 commits, 2 PRs, 396 pushes in 1 year 9 months
kristjanArumae/OpenNMT-py

Apr 2019 - May 2019

Open Source Neural Machine Translation in PyTorch
Contributions:183 pushes in 1 month
pytorchmachine-translationtranslationdeep-learningtorch
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