Yue(Charlie Y.

Data Scientist

415 dollar

Mon expérience

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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%
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-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

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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
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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

Mes compétences

Protocols

GRE

Languages

Java, Python, R Language, SQL

Technologies

Machine Learning

ERP&CRM

ERP

Machine Learning

Clustering, Linear Regression, Predictive analysis, Logistic Regression

Others

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

Software testing

A/B Testing

Big Data

Hadoop, Spark, Hive, Data Visualization

Business Intelligence

SPSS

IT Infrastructure

Linux

Web Analysis and Statistic

Google Analytics

Databases

Microsoft SQL Server, MySQL, PostGreSQL, Google BigQuery

Computer Tools

MS Excel

Mes études et formations

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