Di Miao

About Di Miao

Data Scientist with 10+ years of work experience and an intellectual curiosity to find insights in large sets of data and strong ability to translate findings clearly and fluently to both technical and non-technical audiences- Statistician equipped with deep and broad knowledge in Machine Learning Modeling, Forecasting, and Data Visualization- Expert in text analytics including areas such as large-scale string comparison and named-entity recognition- Individual contributor that leads project teams to develop creative solutions to meet business needs with minimal guidance - Programmer with high proficiency in Python, SQL, SAS & R- Team player with exceptional interpersonal and communication skills

Experience

1. Principal Data Scientist

   First Citizens Bank

   Jan 2024 — Present · Charlotte, NC, US

   Developing the next generation of Customer Risk Rating Model by integrating Machine Learning techniques

Education

• The University of North Carolina at Chapel Hill

  Doctor of Philosophy (Ph.D.), Statistics

  2012 — 2015

• The University of North Carolina at Chapel Hill

  Master of Science (M.S.), Statistics

  2010 — 2012

• Fudan University

  Bachelor of Science (B.S.), Mathematics and Applied Mathematics

  2006 — 2010

Skills

• Statistics
• Stata
• Matlab
• Machine Learning
• Mathematical Modeling
• Data Analysis
• Monte Carlo Simulation
• Biostatistics
• Quantitative Analytics
• Quantitative Finance
• C++
• Predictive Modeling
• Statistical Modeling
• Time Series Analysis
• Python
• Latex
• Sqlite
• Data Structures
• Payments
• R
• Bloomberg Terminal
• Analytics
• Sas
• Data Mining
• Quantitative Research
• Ampl