Yizi Huang
- Role
- Data Scientist at UL Solutions
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Yizi Huang
AWS certified data science professional adept at collecting, analyzing, and performing…
Experience
Data Scientist
Aug 2019 — Present
Created multiple statistical models to predict anomalies in sensor data, including undersampling and oversampling and correcting for over-fitting • Created a pipeline of configurable Python scripts to pre-process data for anomaly detection using machine learning classifiers • Based on a client need, independently identified credible open-source data, did extensive, time-series-based data visualization, statistical tests, and modeling to investigate whether there was a relationship between product failures and weather • Explored large sources of data to determine the feasibility of the proposed project and potential constraints • Created presentations and reports to convey the initial problem, methodology, and project results, including appropriate and extensive data visualizations • Wrote technical and non-technical reports to communicate accuracy of statistical classifiers
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