Chloe Li Email & Phone Number

San Francisco, Ca, Us

Boston, Ma, Us

Boston, Ma, Us

Columbus, Ohio, Us

Columbus, Ohio, Us

▸ Developed and implemented machine learning models in R. Influenced marketing strategy based on model outputs to drive customer engagement with marketing campaigns and maximize ROI.▸ Build a size recommendation model based on customers’ past purchases and online clickstream data using content-based collaborative filtering method in Python and Google BigQuery, it increases online demand per session by 169% which equivalent to $12.3 million digital demand▸ Evaluated effectiveness of brand partnership programs using uplift modeling, and identified trends in brands’ sales throughout the fiscal year using time series models▸ Founder of DSW Analytics meetup (TechLytics) by facilitating discussions and presenting numerous topics with an emphasis on data science & technology.

Irvine, Ca, Us

Responsibilities:▸ Performed data processing, data mining and verifying the integrity of data used for analysis▸ Generated reports and ad-hoc analysis along with visualization tools using ggplot2▸ Designed, developed, and recommended solutions using machine learning techniques to adjust pricing strategies and optimize email marketing campaign strategy.

San Jose, Ca, Us

Responsibilities: ▸ Conducted hard drives’ failure prediction project under Reliability Sub-System team supervision and with their support▸ Performed ETL techniques through multi-Terabyte SQL data system in the Amazon EC2 and Hadoop Hive▸ Developed R tools for failures analytics and outliers identification to be deployed in the cloud automatically using statistical modeling methods, shortened development cycle through 5/hours work per engineer per month reduction▸ Participated in all phases of data analysis epicycles, including performing dimension reduction techniuqes on raw data and conducting exploratory analysis

Elkhart, Indiana, Us

Responsibilities & Achievements:▸ Computed weekly efficiency scores of 13 repair stores by processing and analyzing data from payroll, CRS and ERP to adjust 100+ employee schedules, increased GPR overall performance index by 15% through 10% of decrease of staff allocation time▸ Assisted Vice President of Finance in preparing monthly ad-hoc financial analysis including efficiency analysis and accounts receivable/payable analysis to support executive operational decision making

Master’S Degree, Business Analytics S.T.E.M.

Bachelor'S Degree, Accounting And Economics

Data Scientist Nanodegree, Data Science