I am a fourth-year undergraduate student at the University of California, Berkeley, majoring in Statistics. I am anticipated to graduate in Dec 2018. I am from Hong Kong, but I came to United States to attend college for a couple of years at University of California, Berkeley. When I was young, I have always enjoyed solving math problems and dealing with numbers. That is why I focus my studies on statistics, using math to solve the real world problems. On my free time, I enjoy playing badminton, jogging, cooking spicy szechuan food, and spending time with family and friends.
-Using data science skills to explore the possibility of winning at the races in Hong Kong using Python.This project cannot be shared publicly, but I am happy to share or provide a printout for any interested potential employer. However, I can share some of the data cleaning code and screenshot of the Logistic Regression.
-Analyzing Donald Trump and Barack Obama’s tweets to find the changes between two presidents.
-Part 1- Analyzed the changes of topic from Obama to Trump on Twitter using LDA model and compared the changes to the real world.Also,analyzed the differences in sentiment between Obama to Trump and the relations to Presidential Job Approval Rating
-Part 2-Computed aggregate text statistics of the tweets using NLTK in python and visualized the properties.
NBA Players’ Salaries Analysis(link)
-A school project analyzing the relationship between salary and skill of basketball players
-Designed a process for collecting data from Basketball Reference website using R and web crawling
-Analyzed 2015-2016 NBA season data to summarize their main characteristics with exploratory data analysis (EDA).
-Visualized the relationship between all the player statistics and the salary using Shiny.
Please contact me to provide the details of other projects I've done.
Email: [email protected]