Statistics, Data Mining, Data Science, Machine learning, R, SQL, Java

BILL GUO

**** ****** **, ***. **, Philadelphia, PA 19104

626-***-**** ****@****.*****.*** https://github.com/bllguo EDUCATION

University of Pennsylvania Philadelphia, PA May 2017 Jerome Fisher Program in Management and Technology GPA: 3.67/4.00 The Wharton School

Candidate for Bachelor of Science in Economics,

Concentration in Statistics

o STAT 476: Probability Models in Marketing

o STAT 471: Modern Data Mining

o STAT 433: Stochastic Processes

School of Engineering and Applied Science

Candidate for Bachelor of Science in Engineering, Major in Materials Science Engineering

Minor in Math and Minor in Computer Science

o CIS 520: Machine Learning

o CIS 121: Data Structures and Algorithms

WORK EXPERIENCE

OpenX: Pasadena, California, Finance/Business Intelligence Intern May 2016 – August 2016

Became the domain expert in a valuable data source that was new to the company

Collected and sanitized data, and managed internal databases

Performed competitive intelligence analyses using said data

Produced actionable insights and reports distributed to executives, international heads, and C-suite leaders Forefront Capital Management: Mumbai, India, Summer Investment Analyst June 2015 – August 2015

Mined and sanitized Japanese financial data

Performed event studies and statistical analyses of Japanese special situations

Designed event-driven investing strategy for the Japanese market

Produced report on Japanese financial regulations, market sentiment, and research findings for top management Littlejohn Undergraduate Research Program: University of Pennsylvania, Research Intern June 2014 – August 2014

Competed for and was awarded $4500 grant to conduct graphene nanotribology research

Built molecular dynamics models of nanomaterial systems using Penn's supercomputing cluster

Wrote and ran statistical simulations to investigate graphene friction

Presented novel findings to Littlejohn fellows, engineering faculty, and department heads PROJECTS

Classifying Kobe’s Basketball Shots Summer 2016

Built classification models such as random forests and logistic regression to predict whether shot landed Radiohead Sales Analysis Spring 2016

Forecasting Radiohead album sales using Pareto II, Weibull, and Weibull-gamma regressions EXTRACURRICULAR ACTIVITIES

PennApps, University of Pennsylvania, Sponsorship Team Sept 2013 – February 2014

Planned most established and oldest college hackathon in the U.S.

Secured over $200,000 in sponsorship from leading tech companies including Microsoft, Google, and Facebook Simply Savant, Secretary/Director of Marketing, Arcadia, CA Sept 2010 – Sept 2012

Spent over 1000 hours organizing a 501(c)(3) nonprofit dedicated to combating educational inequity

Designed and taught educational curriculum to hundreds of students at local Boys and Girls Clubs

Raised over $20,000 in funds thru various planned events and sponsorships ADDITIONAL INFORMATION

Languages: Mandarin Chinese (fluent but no writing proficiency), Spanish (intermediate)

Technologies: R, SQL, Java, Matlab, OCaml, Microsoft Office Suite (Excel, Word, PowerPoint)

Honors: Littlejohn Scholar, President's Volunteer Service Award (Gold), National Merit Finalist, National AP Scholar

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