Baiyue Cao
Data Engineer
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolBaiyue Cao is a Senior Data Engineer with a decade of experience building data pipelines and spatial analytics for city governments and consumer tech companies, currently advancing ML-driven data infrastructure at The Farmer's Dog. With an MS in Urban Science and Informatics from NYU and a background at UC Berkeley, she specializes in Python-driven ETL, PostGIS/PostgreSQL spatial work, Spark and Google Cloud deployments, and production-ready visualization using Plotly Dash and D3. Her portfolio blends civic tech—rebuilding NYC PLUTO and launching a NYC 311 analytics dashboard—with commercial data engineering, reflecting a knack for translating urban policy questions into scalable data products. She is bilingual in English and Mandarin and has a history of community impact, co-founding a nonprofit teaching digital literacy to migrant women, which signals strong user-centered design and outreach skills beyond pure engineering.
10 years of coding experience
6 years of employment as a software developer
Bachelor’s Degree, Applied Mathematics - Economics, 3.4, Bachelor’s Degree, Applied Mathematics - Economics, 3.4 at University of California, BerkeleyMaster of Science - MS, Urban Science and Informatics, 3.7, Master of Science - MS, Urban Science and Informatics, 3.7 at New York University
English, Chinese
Github Skills (200)
operation10
python10
nyc10
terminology10
data-recovery10
automation10
geography10
geodesy10
orchestration10
elevation10
scheduler10
dbt-packages10
pipeline10
monitor10
pluto10
Programming languages (12)
Github contributions (5)
NYCPlanning/recipes
Aug 2019 - Jan 2021
🍣 🍥 🍙 🍘 🍚 🍜 🍲 🍢 🍡 🥚 🍞 🍩
Contributions:4 reviews, 149 commits, 8 PRs in 1 year 5 months
NYCPlanning/db-data-library
Jan 2021 - Oct 2021
📚 Data Library
Contributions:81 reviews, 252 commits, 97 PRs in 9 months
datawarehousedataengineeringdatadatabase-accessdata-library
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