ZHU Huiying
Associate Lecturer & Consultant, Data Science Practice at NUS Institute of Systems Science
Schools
- NUS Institute of Systems Science
Expertise
Links
Biography
NUS Institute of Systems Science
Huiying is Associate Lecturer and Consultant with NUS ISS. Prior to joining ISS, she was the Research Engineer (Data Scientist) of Airbus managing time series analysis on sensor data, processing aircraft big data and creating dashboard. Besides, she also managed to help to improve predictive classification model performance by refining data cleaning and selecting suitable model for bias dataset. Before joining Airbus, she was a Data Analyst intern with DBS Bank where she helped to detect high risk transaction using machine learning and develop classification models to predict risk score.
Educational Qualifications
- MTech (EBAC), National University of Singapore
- Bachelor of Engineering, Beijing University of Post and Telecommunication
Academic and Professional Experience
- Research Engineer (Data Scientist), Airbus
- Data Analyst intern, DBS
Research Interest
- Data visualization and storytelling
- Statistic models and machine learning
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