heejung
Summary
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SeniorHee Ryu is a Staff Software Engineer and machine learning researcher with 14 years of experience building production ML systems and shipping large-scale product features across Google and Meta. She led ML initiatives for YouTube AutoDubbing, Search, and Assistant, bridging research and productization while managing engineering teams and cross-functional programs that delivered measurable business impact. Her research on ML fairness (InclusiveFaceNet) and inventive demos like the NIPS‑presented “Electronic Screen Protector” have attracted broad media attention and reflect a practical focus on equitable AI. Trained at Cornell in machine learning and AI, she pairs deep technical breadth—from full‑stack systems to computer vision and mobile deep learning—with a mission to make ML accessible to everyone. An operator as comfortable leading incident response and org operations as publishing papers, she uniquely combines hands‑on engineering, research credibility, and product leadership.
14 years of coding experience
Github Skills (28)
python10
openai-gym10
cross-entropy10
reinforcement-learning9
hill-climbing9
machine-learning9
ddpg9
tensorflow9
neural-network9
deep-learning9
dqn9
dynamic-programming9
ml-agents9
deep-reinforcement-learning9
deep-neural-networks8
Programming languages (3)
Github contributions (5)
saeed-abdullah/cs-4740-pos-tagging
Apr 2012 - Apr 2012
Contributions:19 commits in 8 days
part-of-speechpart-of-speech-taggingspeech-to-textspeech-recognitionspeech-synthesis
heejung/deep-reinforcement-learning
Apr 2019 - Sep 2019
Contributions:18 pushes in 5 months
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