Luna Huang

Staff Data Scientist

Berkeley, California, United States
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Summary

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Senior
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Top School
Luna Huang is a Staff Data Scientist based in Berkeley with nine years of experience at the intersection of economics, AI, and autonomous systems, currently leading data-driven initiatives at Waymo. Trained as a Ph.D. candidate in development economics at UC Berkeley and a Peking University graduate in economics and environmental sciences, she translates rigorous causal inference and econometric thinking into production ML for self-driving technology. Her trajectory from AI Residency at X to successive data science roles at Waymo reflects rapid progression from research prototyping to operationalizing large-scale vehicle datasets. Comfortable bridging academic depth and engineering delivery, she brings a habit of asking policy-minded questions about model impacts that help surface non-obvious safety and equity considerations in autonomy.
code9 years of coding experience
job5 years of employment as a software developer
bookDoctor of Philosophy - PhD Development Economics, Doctor of Philosophy - PhD Development Economics at University of California, Berkeley
bookBachelor's degree Economics Environmental Sciences, Bachelor's degree Economics Environmental Sciences at Peking University
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Github Skills (20)

unet-image-segmentation10
satellite-imagery9
imagery9
satellite9
computer-vision7
object-detection7
deep-learning6
machine-learning6
datasets5
simplex3
python2
jupyterlab-extension2
text-files2
jupyterlab1
pytorch1

Programming languages (4)

TypeScriptHTMLJupyter NotebookPython

Github contributions (5)

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Contributions:1 release, 12 commits, 9 pushes in 1 year 5 months
luna983/beyond-nightlight

Jun 2019 - Dec 2021

Using Satellite Imagery and Deep Learning to Evaluate the Impact of Anti-Poverty Programs
Contributions:10 releases, 261 commits, 8 PRs in 2 years 6 months
satellite-imageryantievaluatedeep-learningsatellite
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Luna Huang - Staff Data Scientist