Nuo Chen
Location
Los Angeles, CA
Education
U
University of Southern California
August 2022 - May 2024
degree
Master's
major
Data Analytics
G
Guangdong University of Foreign Studies
Work Experience
E
Efficiency improvement for Los Angeles General Medical Center
May 2024 - May 2024
company
Efficiency improvement for Los Angeles General Medical Center
overview
- Conducted root cause analysis for surgery delays, mapping as-is processes of existing surgical preparation
- Designed ER diagram to represent the data model, collaborated with software engineer to develop a prototype for automating data generation, presented the solution to 20+ hospital stakeholders
- Classification Analysis for Energy Sector Customer Churn
- May 2024
- Performed statistical analyses on customer characteristics, created 30+ graphs with Python for exploratory data
- Completed cleaning and engineering for 10k+ data, boosted samples by SMOTE, fine-tuned Logistic Regression and Random Forest models, achieving a maximum 91% accuracy rate
- LEADERSHIP AND INVOLVEMENT
U
USC Dornsife College of Letters Arts and Sciences
Data Scientist Social Learning and Choice Lab
Los Angeles, CA, US
January 2024 - May 2024
F
FLYR
Data Analyst Intern
Santa Monica, CA, US
May 2023 - August 2023
G
Guangdong University of Foreign Studies
Captain of Badminton Team
September 2019 - June 2022
Y
Yuexiu Group
Business Analyst Intern Equity Investment Department
Guangzhou, CN
September 2021 - February 2022
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Skills
AirflowAutomationBadmintonBigQueryBusiness IntelligenceComputer ProgrammingC++ (Programming Language)Creating PrototypesCultural ActivitiesDashboardsData AnalysisDatabasesData GenerationData ManagementData MiningData ModelingData PipelinesData RetrievalDecision Making SkillsEconomyEntity Relationship ModelsEvent ManagementExecution of ExperimentsExtract Transform Load (ETL)Feature EngineeringFinancial AnalysisFinancial EngineeringFinancial RiskFinancial StocksGoogle CloudInvestment StrategiesKnowledge of EngineeringKnowledge of FinanceKnowledge of StatisticsLeadershipLean ProcessesLogistic RegressionLooker AnalyticsMachine LearningMATLABMatplotlibMetricsMicrosoft AzureMicrosoft ExcelMutual FundsMySQLNumPyObject-Oriented Software DevelopmentOrthopaedicsPandasPower BIPredictive Data AnalysisPresentationsProfit MarginsPsychologyPysparkPython (Programming Language)Random ForestResearch SkillsRoot Cause AnalysisSciencesScikit LearnSentiment AnalysisSix Sigma MethodologySnowflakeSQL DatabasesStakeholder ManagementStock ControlStock ValuationStrategic ThinkingStrategies of PricingSurgical ProceduresTableau (Software)Testing SkillsTime SeriesTranscribing SkillsVba Programming LanguageWeb Scraping