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Python, Machine Learning, Statistical Analysis, AB testing, SQL

Location:
Los Angeles, CA
Posted:
January 23, 2021

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Resume:

Rosy Zhou

*** * **** ******, *** Angeles, CA ****5 424-***-**** adjm6q@r.postjobfree.com github.com/rosyzhou98 EDUCATION

University of Southern California Los Angeles, CA

M.S. in Applied Data Science 3.7/4.0 Aug 2020 - Expected May 2022 Coursework: Database Management

University of California, Los Angeles Los Angeles, CA B.S. in Statistics 3.6/4.0 Sep 2016 - Jun 2020

Coursework: Statistical Models and Data Mining, Experimental Design, Data Analysis and Regression, Machine Learning WORK EXPERIENCE

PARISlab @UCLA Los Angeles, CA

Machine Learning Research Assistant June 2020 -Nov 2020

• Analyzed experimental data of non-crystalline solids to understand the strain-mediating process using Python

• Prepared the missing data with K Nearest Neighbors imputation and conducted exploratory analysis with visualization

• Utilized Neural Networks and Random Forest models to predict the deformation of materials and reached RMSE 0.005; the method was partly adopted by the lab

GT Capital, LLC Shanghai, China

Financial Data Analyst Intern Jun 2019-Sep 2019

• Performed analysis on potential investment opportunities in the healthcare industry in the Chinese private equity market

• Created an interactive dashboard using Python for market trend and market size analysis of more than 10 thousand transactions in past three years and improved the efficiency of creating financial reports by 30% K1 Investment Management, LLC Los Angeles, CA

Business Development Intern Oct 2018-Mar 2019

• Conducted rigorous screening of 2000 potential investment opportunities in the software as a service (SaaS) market and provided justifiable reasons of selected 50 companies for investment managers to conduct further due diligence

• Extracted data from database and performed financial forecasts on selected investment opportunities using revenue and expense specific metrics and resulted in five times more investments opportunities for the investment team Lighthouse Investment, LLC Los Angeles, CA

Business Analyst Intern January 2018-June 2018

• Generated weekly net operating income reports of hotel properties based on room types, occupancy rates and visualized the reports in Tableau to help the sales team with rate adjustments, ultimately increasing monthly revenue by 5%

• Prepared analytical reports on cap rate, leverage ratio and expected returns of new commercial real estate projects for fundraising meetings

PROJECTS

KPMG Data Analytics Consulting Project July 2020

• Assessed data quality for 20k+ rows transaction data and analyzed potential high-value customers from 1,000 new customers based on target customers’ age, geographical locations, and employment data using Python

• Extracted 30 customer representatives ' information and presented marketing insights using Tableau and PowerPoint

• Recommended the marketing team to send more email campaigns to users working in finance and manufacturing to improve sales

Ticketmaster Data Analysis November 2019

• Provided pricing recommendations for Ticketmaster by analyzing 8 million consumers’ transaction data in R

• Created a regression analysis based on user demographics and event-relevant information to predict the demand of tickets

• Recommend a new real-time ticket price adjustment program to maximize revenue per ticket based on peaks of purchases between the release of tickets for events and day of events TECHNICAL SKILLS

• Programming Languages: Python (Pandas, Scikit-Learn, Matplotlib), SQL, R, Firebase, MongoDB, Spark, AWS



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