Ningyi Liu is a Research Data Scientist at Google since January 2025, following a role as Graduate Research Associate at Nationwide from August 2022 to December 2024, where data compression and predictive modeling were conducted. Prior experience includes a position as Graduate Data & Analyst at Citizens, engaging in SQL-based data generation and credit risk analysis. Academic contributions include estimating building energy consumption through advanced statistical techniques at The Ohio State University and theoretical research on knots and graphs. Previous internships involved real-time monitoring method development at The University of Texas at Austin and machine learning engineering at STAR NET COMMUNICATIONS LTD., focusing on anomaly detection and data reporting. Ningyi Liu holds a Bachelor of Science in Mathematics and Actuarial Science from The Ohio State University, is currently pursuing a Master's in Computer Science at Georgia Institute of Technology, and a PhD in Statistics at The Ohio State University.
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