Yufang Huang
UIUC Master of Technology Management | Data Analytics Concentration | NCCU Bachelor of Management Information Systems
- Role
- Data Analyst at General Motors
- Location
- Champaign, IL, US
- LinkedIn followers
- 500 followers
About Yufang Huang
I am a highly analytical and process-oriented Data Analyst with a BS in Computer Science,…
Experience
Data Analyst
Oct 2022 — Present · Warren, MI, US
Developed AI and ML algorithms to enable implementation of advanced prognostics and battery health-management solutions for powertrain systems, resulting in a platform that achieves 95% accuracy in detecting faulty batteries. Collaborated with cross-functional teams to successfully deploy the AI model into production, providing battery health solutions for a fleet over 10 million vehicles encompassing various models. The implementation resulted in a significant 15% improvement in system reliability and performance, leading to enhanced operational efficiency.Designed an interactive dashboard in PowerBI to visualize data outputs for internal organizations, facilitating data-driven decision-making and providing continuous monitoring capabilities for senior leaders.
Education
National Chengchi University
Bachelor's degree, Management information systems
2017 — 2021
Gies College of Business - University of Illinois Urbana-Champaign
Master's degree, Science of Technology Management
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