Data Science Intern Resume

TECHNICAL SKILLS

Tools: R, Python (Pandas, NumPy, scikit - learn), SQL, Hadoop (Hive, Spark), Tableau, Excel, AWS, BigQuery

Specialties: Supervised and Unsupervised Machine Learning, Data Mining, Data Visualization, A/B Testing

PROFESSIONAL EXPERIENCE

Confidential, Minneapolis, MN

Data Science Intern

Responsibilities:

Perform exploratory analysis and feature selection, and build Logistic Regression, SVM, and XGBoost model in R to predict customers placing multiple orders, helping fulfillment centers to reduce operating costs
Analyze and segment customers based on buying pattern, identifying potential clients for targeted marketing
Explore popular product mix with association rule mining, helping company design subscription plans
Retrieve and join 8 tables with over 40 million rows from enterprise database using SQL
Create Tableau dashboards to visualize model output and 5 years of transaction data with customized metrics

Confidential

Analytics Consultant

Responsibilities:

Modeled and compared promotional effects on market share among 30 retailers across 10 product categories, providing recommendations on promotional strategies
Implemented 5 analytics methodologies (Association Rule, Anomaly Detection, Fixed - Effect Model, Price Sensitivity Analysis, interactive Tableau Dashboard) to analyze sales drivers in R and SQL

Confidential

Analytics Consultant

Responsibilities:

Developed ARIMA models to forecast hotel booking volume in R and SQL, improving RMSE by 5%
Evaluated the impact of external factors, such as oil price, on hotel prices and sales across 10 countries

Confidential

Marketing / Financial Analyst

Responsibilities:

Analyzed company’s financial performance, tracked budgets, visualized interactive reporting in Tableau, and designed and implemented automated Excel templates to increase efficiency of the accounting department
Led a team to enhance brand awareness, increasing website conversion by 300% in 1 month via web analytics

Confidential

Audit Associate

Responsibilities:

Analyzed financial statements, interviewed clients, and evaluated performance for companies

Confidential

Analyst - Wealth Management

Responsibilities:

Assessed, and pitched investment solutions to clients, achieving desired portfolio return with equity strategies

Confidential

Assistant Relationship Manager

Responsibilities:

Spearheaded market outlook research, covering the impact of economics and presenting to RMs and clients