Data Analyst

PEIQING (JASPER) LIAN

** ***********, ******, *****

***********@*****.*** ~ 732-***-****

OBJECTIVE: Using my data analytics skills to contribute to the success of a team of highly motivated professionals

CANDIDATE SUMMARY – Bilingual data scientist with international perspective and very strong statistical skills. Familiarity with all major data analytics programming packages and machine learning techniques.

WORK EXPERIENCE

Data Application Lab, Los Angels, CA Fall 2016

Data Scientist Trainee

Collected game inventory of 5000 steam users and 500 games details by writing python data crawler through official web API.

Filtered the results by selecting the categories of interest to further refine the recommendation results and imported to mysql database.

Analyzed the user’s game playing history and recommended each user 10 new games basing on the popularity-based recommendation algorithm.

Designed the user interaction interface to display the product.

Allied Millennial Partners, LLC, New York, NY Summer 2016

Financial Summer Analyst

Performed regular reports and sensitivity analysis on the major financial indexes in the world.

Created website coding with HTML.

Analyzed and compared world financial market and economic indicators predicting interest rates using R programming

Neusoft Corporation, Beijing, China Summer 2014

Data Analyst Summer Intern

Presented a new statistical report by integrating industrial statistical indexes.

Collaborated with research data scientists to analyze and evaluate processes to improve productivity.

Analyzed production of client companies in Beijing and visualized reports by using statistical software R-studio.

PROJECT EXPERIENCE

Database Project-College cost and tuition comparison web based tool to help make decision Fall 2016

Collected dataset from web and built the database using MYSQL

Draw entity relationship diagram and relational database schema, getting a complete logic relation for team to implement next step.

Defined the user interface and built web based application to the database which provides a comparison tool for perspective college students.

Data Structure-A friendship search program helping to explore new friends Spring 2014

Implemented algorithms for graphs that represent student friendships and enable students to find friends based on individuals’ name and name of the school by using Java.

Created a Friendship graph with the Dijkstra’s algorithm to find the shortest paths between connections of friends.

Improved program’s efficiency by adjusting the data structure after analyzing time complexity.

Highway Accident Rates Regression Modeling-Using regression analysis to predict future accident rates Fall 2015

Analyzed 50 sections of large highways with 11variables to evaluate highway accident rates across the state of Minnesota using statistical software R

Visualized the spatial distribution between any two variables through scatterplot matrices examining the collinearity and estimating the best fitted model using backward regression methods.

Validated the models by analyzing a statistical values of each single reduced model.

EDUCATION

Rutgers, the State University of New Jersey, New Brunswick, NJ Sep2012 Jan2017

B.A., Statistics

Graduate of Data Application Lab Data Scientist Immersive

Dean’s List of School of Arts and Science 2014, 2016

Relevant courses: Database Management, Data Structure, Machine Learning with Python, Statistical Modeling

Minor Computer Science and Music

SKILLS

Programming: Python, Machine Learning, Visualization, Pandas, Sklearn, Tensorflow, Neural Network, R, MYSQL, NOSQL, Web Crawler, Hive Data Analysis with Spark, Matlab, Keras

Language: Mandarin, Chinese

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