Raychel Sun

United States

@sunxiaoformal

Badges

Python

Certifications

sunxiaoformal has not earned any certificates yet.

Work Experience

  • Instructor and Research Assistant

    University of Florida•  August 2021 - Present•  Gainesville, FL

    - Developed multilevel, Bayesian, time series, multinomial, proportional hazards, logistic, random forest, sentiment, etc. models to analyze trade, labor, regime, policy text data for multiple inter-disciplinary projects using Python and R. - Instructed Political Data Analysis and Introduction to International Relations, achieving over 97% positive feedback.

  • Data and Policy Analyst

    Institute of Public Policy of SCUT•  May 2019 - June 2020•  Guangzhou, PRC

    - Analyzed user behavior and regulatory compliance of cross-border transactions for ByteDance and Tencent. - Led a policy research project for the Guangzhou City Incubator in technology industry.

  • Head of Data & Communication

    Dream Building Service Association•  May 2017 - February 2020•  Nairobi, Kenya

    - Conducted surveys, interviews, and fieldwork in Kenya to collect unstructured residential data in ghetto areas. - Analyzed the structured data using Excel to facilitate school building projects and crowdfunding campaigns.

  • Data Scientist Intern

    Spark Blockchain Incubator•  January 2019 - April 2019•  Boston, MA

    - Conducted data analysis using SQL to identify user behavior patterns to help engineering teams increase user retention.

Education

  • University of Florida

    PhD Candidate in Quantitative Methodology and International Political Economy•  August 2020 - Present•  GPA: 3.98

  • University of Michigan

    ICPSR Summer Program in Quantitative Methods•  June 2021 - August 2024

  • Boston University

    Master of Arts in International Politics and Communication•  January 2017 - January 2019

Skills

SPSS
Tableau
Jupyter
VS Code
Git
Qualtrics
LaTeX
Overleaf
Conda
Excel
MySQL
SQL
Pandas
NumPy
Beautiful Soup
Gensim
TensorFlow
PyTorch
Matplotlib
Seaborn
Scikit-learn
Python
R
STATA