Xiaoyi Dou

Data analysis on Diamond Prices

• Analyzed different factors influencing the price of diamonds in various dimensions
• Performed data cleaning, EDA, selected best-fit under regression and validated models
• Finalized linear regression model from the largest diamond dataset (over 200k observations) with 8 predictors

Forecasting for the Canadian Election

• Identified and selected predictive features from over 1000 variables in the survey datasets
• Developed logistic regression model based on post-stratification
• Interpreted the results of the predictive analysis

Junior Associate

March 2021 - present 

Chinese Undergraduate Association (CUAUT) - Toronto, ON 

• Created funding plans and managed budget
• Performed regular financial reports for club management
• Analyzed financial data for more efficient use of funds
• Assisted in organizing activities, helped the club successfully carry out 3 large orientations with over 600 participants in 3 different cities in China.

Team Associate

September 2020 - June 2021

VIVA Creative Marketing Campaign - Vancouver, BC

• Provided leadership and guidance to team members in order to achieve project goals
• Analyzed data from past events to identify trends and opportunities for improvement in future events
• accumulated over 450 international students across different platforms and helped them make academic progress though our events during the pandemic

Member

September 2020 - June 2021

Love Our Seniors - Vancouver, BC

• Created postcards, paintings and wrote letter for the elderly in nursing homes to help them relieve mental pressure during the pandemic
• Delivered over 30 bilingual postcards to the seniors and regularly video chat with them