William Zhou
Senior Data Scientist - Operational Excellence
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolWilliam Zhou is a Senior Data Scientist with nine years of experience applying machine learning and operational analytics to improve clinical workflows and patient outcomes in leading healthcare institutions. Based in New York City, he has a strong track record at Memorial Sloan Kettering and NYU Langone building real-time ICU decision support, sepsis monitoring, and predictive models that reduced resource use and improved care quality. Fluent in Python, R, SQL and cloud/big-data stacks (AWS, Spark, Databricks), he pairs hands-on engineering—deploying models into EMRs and dashboards—with process improvement using Agile and Lean methods. He also brings product sensibility from a Product Management certificate and a history of turning messy clinical text into actionable features via NLP and automated pipelines. Notably, his projects span end-to-end delivery from feature engineering and model ensembles (Kaggle top 1%) to production monitoring, reflecting both research rigor and operational impact.
9 years of coding experience
6 years of employment as a software developer
Product Management Certificate Product Management, Product Management Certificate Product Management at Product SchoolMaster of Science - MS Data Science, Master of Science - MS Data Science at CUNY School of Professional StudiesMaster’s Degree Healthcare policy and management, Master’s Degree Healthcare policy and management at Columbia UniversityBachelor’s Degree Pharmaceutical Sciences, Bachelor’s Degree Pharmaceutical Sciences at Soochow University (CN)
English, mandarineProgramming languages (1)
Github contributions (5)
weizhou2273/Project3_kaggle_Russian_housing
May 2017 - Jul 2017
Contributions:25 commits, 1 push, 1 branch in 1 month
weizhou2273/DATA605
Sep 2019 - Dec 2019
Contributions:17 pushes, 1 branch in 3 months
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.