State University Mechanical Engineering

YUTING LEI 614-***-**** *************@***.*** Skills ~ Competence ~ Results

Quick learner and self-motivated with relevant project experience and quantitative educational background. A team player, experience with statistics projects with large datasets. Capable of succeeding in fast-paced environments with highly attention to detail. Areas of Expertise and computer skills include:

SAS(SQL,Macro)Programming

R

Microsoft Excel, World, PowerPoint

Matlab

Time series and Forecasting

Basic Python

Data Management

Categorical Data Analysis

Machine learning algorithm

PROJECT and Work EXPERIENCE

Project

Florida State University

GIVE ME SOME CREDIT FROM KAGGLE’S COMPETITION 2015

KEY ACCOMPLISHMENTS:

•Leveraged generalized linear regression and random forest by R to develop a comprehensive model to allow borrowers to make financial decisions, with a final AUC of approximately 0.85.

TITANIC: MACHINE LEARNING FROM DISASTER FROM KAGGLE’S COMPETITION2015

KEY ACCOMPLISHMENTS:

•Developed a logistic regression model to estimate the types of people that are likely to survive based on factors such as sex, age, and class by SAS with a final accuracy rate for training data of 80%.

Work experience

American Institutes for Research

Research /Quality control assistant Responsibility:

Help senior programmer to validate and test academic data and report the error.

EDUCATION

Master of Science

Applied Statistics GPA:3.83/4.0

FLORIDA STATE UNIVERSITY Tallahassee, FL May 2016

Bachelor of Science

Mechanical Engineering

OHIO STATE UNIVERSITY Columbus, OH June 2014

CERTIFICATIONS

SAS Certified Advanced Programmer for SAS 9 - 2015

SAS Programming and Data analysis - 2015

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