firstname.lastname@example.org • 240-***-****
May 2018 - Present
Performed data visualization in designing rich interactive dashboards and reports, integrating various components from multiple sources using Python Bokeh and SSRS. Possess strong knowledge of database management in writing complex SQL queries, Stored procedures, functions, database tuning, query optimization in SQL Server for accessing the database, and supporting the above dashboards and reports. Experienced in designing database using ER modeling and Normalization. Developed multi-functional REST Web APIs using C#/ASP.NET/MVC/Entity Framework. Developed Window Services in C#/.Net/SQL Server to perform data conversion.
Paradyme Management, Inc
Technical Analyst Intern
Sep 2017 - Dec 2017
Participated in development of Resume Repository Project built on top of Python Django. Constructed keyword extraction text cluster analysis using Python Sckit-learn. Participated in CRM system development in Python, using agile methodology.
2016 - 2017
Master of Science, Major in Information System
University of Maryland, Robert H.Smith School of Business Bachelor of Management in Information
2012 - 2016
Management and Information System
Shanghai University of Finance and Economics
Steam Recommendation Model
Spark, R, MySQL
Led data cleansing and preprocessing of 200K steam users data using R and MySQL. Developed recommendation model based on historical users' behavior in R. Model primarily driven by ALS algorithm.
Developed interactive UI in R shiny to visualize recommendation output.
Expedia Hotel Cluster Prediction
Python pandas, seaborn, MySQL
Collaborated with a team of five to predict the hotel cluster a user of Expedia would choose.
Led data cleansing and preprocessing using Python Numpy, Pandas, and MySQL. Performed exploratory data analysis using Python Seaborn and Pandas. Developed data mining models using logistic regression, KNN, Classification Tree, Random Forest, Gaussian Naïve Bayes, increased the model accuracy by 31.5% compared to the basic Naïve Bayes model.
Skills & Certificate
Python, C#, R, SQL, Hadoop Ecosystem.
Data modeling, data mining, data visualization.
Probability/Statistics, Machine Learning.
AWS Certified Cloud Parctitioner
DataCamp Data Scientist with Python track