Yue Z
Data Scientist
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolYue Z is a data scientist with 12 years of experience melding finance, analytics, and production ML to improve decision-making and system performance. Trained at Columbia in Applied Analytics and with financial engineering coursework, she has built pricing and forecasting models that drove $12M in annual revenue uplift and operational ML pipelines used at Equifax and the NYSE. At NYSE she led latency and capacity analytics—creating end-to-end monitoring, Snowflake-driven ETL, and Python automation that supported real-time trading and risk mitigation for market makers. More recently she developed LLM-powered chatbot tooling and rigorous evaluation pipelines for the Social Security Administration, pairing deterministic routing with adversarial test datasets and execution safeguards. Comfortable across R, Python, SQL, Snowflake, and production Linux environments, she bridges quantitative modeling and engineering to deliver reliable, auditable systems. Colleagues describe her as pragmatic and results-focused—action-oriented beyond theory, as her GitHub motto suggests: action speaks louder than words.
13 years of coding experience
2 years of employment as a software developer
Career Track - Data scientist in Python/R, Career Track - Data scientist in Python/R at DataCampMaster's degree (M.S.), Applied Analytics, Master's degree (M.S.), Applied Analytics at Columbia UniversityFinancial Engineering (Graduate-level Coursework), Financial Engineering (Graduate-level Coursework) at Stevens Institute of TechnologyBachelor's degree (B.S.), Finance, General, Bachelor's degree (B.S.), Finance, General at State University of New York at Oswego
English, Chinese
Github Skills (87)
go-framework10
http10
microservices10
service-mesh10
javascript10
chatgpt10
jquery10
wechat10
linux10
tauri10
webui10
golang10
gemini10
ollama10
alfred-workflow10
Programming languages (13)
Github contributions (5)
zgs225/youdao
Jun 2017 - Jun 2020
Contributions:11 commits, 7 pushes, 1 branch in 3 years
zgs225/dotfiles
Jan 2015 - Sep 2022
A set of vim, zsh, git, and tmux configuration files.
Contributions:1 release, 48 commits, 259 pushes in 7 years 9 months
tmux-configurationvimzsh
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.