Welcome to my personal website!
my name is
Wendi Chu
Second year graduate student at
Georgetown University
Major in Data Science
- wc777@georgetown.edu
- 571-622-8553
About me
I am a self-motivated and energetic graduate student majoring in Data Science at Georgetown University, with strong skills in data analysis and statistics. I am proficient in various software and programming languages, and I have data related experience in tech industry and healthcare industry.
What I do
Leveraging a solid foundation from my graduate studies, I adeptly handle datasets of varying sizes and complexities using SQL, Python, and R. My proficiency spans from machine learning and statistical analysis to insightful data visualization, enabling me to uncover and articulate valuable data-driven insights.
Data manipulation
• Expert in utilizing pandas for data cleaning tasks, such as imputation and transformation.
• Skilled in SQL for complex queries, data integration, and feature engineering.
• Competent in managing large-scale data with tools like AWS, Azure, and Spark.
Data
modeling
• Experienced in building machine learning models, including Decision Tree, SVM, and XGBoost, for predictive analysis.
• Capable of implementing Convolutional Neural Networks for image-based tasks.
• Proficient in applying both traditional and non-parametric statistical methods to analyze data patterns.
Data visualization
• Proficient in crafting static visualizations with matplotlib and seaborn, including pie charts, bar plots, and scatter plots.
• Adept in creating dynamic, interactive visualizations using tools like plotly and dash.
• Skilled in designing professional dashboards in Tableau and integrating Python code via the Tabpy module.
Skills
My Experience
Life Singularity
September 2023 – December 2023
Data Scientist
Handled extensive healthcare and biomedical datasets, executing predictive analytics to derive valuable insights from synthesized patient information
Georgetown University
May 2023 – August 2023
Data Science Teaching Assistant
Collaborated with a dedicated team to develop the Data Science Summer Bootcamp's online portal, featuring programming and data visualization tutorials in Python and R.
Tongcheng Elong
July 2021 – September 2021
Data Analyst
Specialized in SQL for extracting data from large databases, performing detailed evaluations of business metrics, conversion rates, and customer retention across different cities and marketing channels.
