Yue(Charlie Y.

Data Scientist

415 dollar

My experience


University of Virginia, McIntire School of CommerceAugust 2019 - May 2020

• Coordinated marketing documents on Chinese social media channels; improved school’s social media presence 
• Developed creative messaging for marketing campaigns by leveraging Google Analytics findings and SEO keywords; new strategy increased Chinese prospective students in the WeChat group by >200%

-February 2020 - April 2020

Customer Growth Consulting Project for The Juice Laundry 

Project Consultant (March 2020 – April 2020)

• Analyzed >20k users’ data on retention, engagement, and customer flows using R to make recommendations on customer acquisition and retention strategies
• Designed 2 user engagement models for the brand; validated their product-market fit with data analytics

HR Analytics Consulting Project for Hilton 

Project Consultant (February 2020 – March 2020)

• Analyzed and extracted quantitative and qualitative information from >30k survey data using R, SPSS, and Tableau
• Quantified effectiveness of Hilton’s current employee retention strategies using logistic and multivariate regression

Kaggle NLP with Disaster Tweets Competition

• Cleaned ~10k data and performed exploratory data analysis using visualizations, frequency, and sentiment analysis
• Built 2 different Natural Language Processing prediction models using Logistic regression and SVM; achieved a mean-F score of 0.8

Kaggle House Prices Advanced Regression Techniques Competition

• Performed data cleaning, correlation analysis, and feature engineering to pre-process the data
• Built 2 different models using Lasso regression and Ridge regression, obtained a root mean squared error of 0.3


Boston Consulting GroupJuly 2019 - August 2019

• Executed researched involving the financials, products, and R&D capabilities of potential investment targets 
• Conducted rapid due diligence on Supply Chain Financed Asset-Backed Securities and identified risk factors

Ernst & YoungMarch 2019 - June 2019

• Interviewed 10+ stakeholders to support the design and implementation of EY Greater China’s first cloud-based Robotic Process Automation (RPA) solutions; identified the operational requirements and key compliance risks 
• Collected and cleaned >10k training and testing data for EY’s proof of concept NLP + RPA model 
• Reduced the client’s administrative costs through digital transformation and data quality improvement projects

My stack

IT Infrastructure


Big Data

Hadoop, Hive, Spark, Data Visualization

Software testing

A/B Testing


RPA, Social Media, Analytics, SVM, Consulting, SEO, Project Management, Natural Language Processing (NLP), Data analysis

Computer Tools

MS Excel


MySQL, Google BigQuery, PostGreSQL, Microsoft SQL Server

Business Intelligence





Python, R Language, Java, SQL

Machine Learning

Logistic Regression, Clustering, Linear Regression, Predictive analysis




Machine Learning

Web Analysis and Statistic

Google Analytics

My education and trainings

Certifications - -

NYU Tandon Bridge to Computer Science, Computer Science - NYU Tandon School of Engineering2020 - 2021

Master of Science in Commerce, Business Analytics Track - University of Virginia, McIntire School of Commerce2019 - 2020

Bachelor of Science (Honors) in Statistics, with Distinction - University of Toronto, Faculty of Arts and Sciences2014 - 2018