Honghua Tao
Data Scientist
New Jersey, United States
Summary
👤
Senior🎓
Top SchoolHonghua Tao is a data scientist with 11 years of analytical experience and an MBS in Data Analytics from Rutgers, combining strong mathematical foundations with practical business impact. At Integra LifeSciences she built end-to-end sales analytics—extracting multi-year data, applying time series and deep learning models with >97% accuracy for short-term forecasts, and delivering market-basket insights that informed upsell and pricing strategies. Her background spans financial risk (VaR and option hedging automation on AWS), operational forecasting for rail safety, and M&A due diligence, demonstrating versatility across industries. Fluent in English and Mandarin, she bridges technical tooling (Python, R, SQL, Alteryx, Azure, Tableau) with clear executive communication, routinely presenting dashboards and recommendations to senior leadership. Notably, she has repeatedly reduced computation time and sped internal workflows (e.g., VaR run-time cut by 95% and research tool improving search speed by 40%), reflecting a focus on scalable, business-ready solutions.
11 years of coding experience
Master of Business and Science, Data Analytic, 3.51, Master of Business and Science, Data Analytic, 3.51 at Rutgers University
Chinese
Github Skills (78)
mobile-development10
windows10
refresh10
rest-api10
app-framework10
rest10
carthage10
swift10
dart10
protobuf10
integrate10
cross-platform10
serialization10
xcode10
android10
Programming languages (6)
Github contributions (5)
ungacy/YCEasyTool
Apr 2018 - Dec 2021
Contributions:1 release, 34 pushes, 1 branch in 3 years 8 months
menkor/SITheme
Aug 2018 - Mar 2021
Contributions:2 pushes, 1 branch in 2 years 6 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.