Anna Koop

Research Developer at Google DeepMind

Greater Edmonton Metropolitan Area Canada
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Summary

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Senior
🎓
Top School
Anna Koop is a research developer and PhD candidate in computing science with 11 years of experience applying machine learning, reinforcement learning, and meta-learning to continual and non-stationary problems. Currently at Google DeepMind, she focuses on improving model evaluation using social choice theory, building on prior DeepMind and Amii work bridging academic research and industry deployment. Her background includes leading applied ML teams, teaching core computing courses, and developing proofs-of-concept for long-horizon continual learning research. Comfortable across languages and paradigms, she combines rigorous theoretical grounding with practical engineering—having written production and research code in Matlab, Java, C++, Python, Lisp, and Ruby. An interdisciplinary thinker with interests in cognitive science and amateur philosophy, she brings a habit of curiosity and craftsmanship (and a love of hiking) to complex, human-centered ML problems.
code11 years of coding experience
job17 years of employment as a software developer
bookPh.D Computing Science, Ph.D Computing Science at University of Alberta
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Github Skills (17)

automatic-differentiation6
gpu6
machine-learning6
python6
autodiff6
pytorch6
jit5
numpy4
tpu4
composable4
jax3
project-structure2
capstone2
data-sharing2
standardized1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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annakoop/teaching-resources

Dec 2015 - Sep 2020

Contributions:40 commits, 23 pushes, 10 branches in 4 years 10 months
Contributions:8 pushes in 2 years
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