Ziwei Gu
Human Frontier Collective (HFC) Fellow at Scale AI
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolZiwei Gu is a Human Frontier Collective Fellow and Ph.D. candidate at Harvard with eight years of experience applying machine learning, NLP, and HCI to real-world problems. She designs domain-specific datasets and evaluation frameworks to probe and improve large language model reasoning and performance at Scale AI. Her background blends academic research with product-focused data science—previously estimating feature opportunity and segmenting household users at Lyft and leading knowledge-graph and traffic-network projects at Cornell. Comfortable across the full stack of data work, she pairs statistical rigor and A/B testing instincts with practical visualization and clustering skills. Based in Cambridge, MA, Ziwei’s work stands out for combining human-centered evaluation of models with engineering-ready datasets that drive measurable improvements.
8 years of coding experience
Bachelor of Arts - BA Mathematics and Computer Science, Bachelor of Arts - BA Mathematics and Computer Science at Cornell University
English, Chinese, Spanish
Github Skills (14)
android-open-source5
android-app5
android-application4
kotlin3
android3
flask2
progressive-web-apps1
anonymous1
django1
python1
furry1
microfrontend1
natural-language-processing1
workbox1
Programming languages (3)
Github contributions (5)
CornellDataScience/Insights-Knowledge-Graphs
Feb 2019 - Aug 2019
Contributions:58 commits, 38 pushes, 1 branch in 6 months
ZiweiGu/ZiweiGu.github.io
Apr 2019 - May 2024
Contributions:82 pushes, 1 branch in 5 years 2 months
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