Aubrey Wang
Data Science Analyst
San Francisco Bay Area United States
Summary
🤩
Rockstar🎓
Top SchoolYumeng Wang is a data science analyst with 11 years of experience who recently earned an MS in Management Science & Engineering (Data Science track) from Stanford and holds dual degrees in Statistics & Analytics and Economics from UNC Chapel Hill. She combines end-to-end technical fluency—from Python, R, and C++ to PySpark, Kafka, dbt, and cloud platforms like GCP and Snowflake—with applied ML skills in TensorFlow, PyTorch, and RAG to move models from prototype to production. Her background includes analytics and ETL work at Amazon and internships at TikTok and Intel, plus socio-economic research at Duke, giving her both industry and academic rigor. Now based in the San Francisco Bay Area and currently at Carvana, she focuses on real-time data pipelines, model deployment, and creating actionable dashboards. Colleagues appreciate that she pairs a perfect academic record (Stanford 4.0 GPA) with a practical bias for shipping reliable, production-ready analytics.
11 years of coding experience
1 year of employment as a software developer
Bachelor of Science, Bachelor of Arts, Statistics and Analytics; Economics, 3.91/4.0, Bachelor of Science, Bachelor of Arts, Statistics and Analytics; Economics, 3.91/4.0 at University of North Carolina at Chapel HillMinor, Information Science, Minor, Information Science at UNC School of Information and Library ScienceMaster's degree, Management Science and Engineering (Data Science Track), 4.0/4.0, Master's degree, Management Science and Engineering (Data Science Track), 4.0/4.0 at Stanford University
English, Chinese, Japanese
Github Skills (22)
jira10
user-friendly10
data-engineering10
open-source10
data-platform10
java10
etl10
golang10
devops10
data-analysis10
apache9
data-integration9
html6
js6
p5js6
Programming languages (5)
Github contributions (5)
yumengwang03/Lab-Systems
Sep 2015 - Mar 2021
Contributions:12 pushes, 1 branch in 5 years 7 months
yumengwang03/lake-website
Apr 2022 - Aug 2023
DevLake Website
Contributions:139 pushes, 12 branches in 1 year 3 months
devlake
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