Xinxuan Wang
Location
Pittsburgh, PA
Santa Barbara, CA
Education
C
Carnegie Mellon University
August 2023 - December 2024
degree
Master's
major
Data Science
U
UC Santa Barbara
Work Experience
M
M Science
Data Science Intern
New York, NY, US
May 2024 - August 2024
company
M Science
title
Data Science Intern
overview
- Led the end-to-end ML pipelines migration from offline to online Databricks
- Conducted metrics investigation analysis to help the business team to identify the potential root causes of KPI metrics
- Performed deep dive analysis to identify the potential hypothesis between predicted and actual subscriptions' performance
- Trained and deployed an entity resolution model using logistic regression, naïve bayes and SVM
C
CMU
January 2023 - December 2023
C
China Merchants Bank
Data Science Intern
Shenzhen, CN
April 2023 - August 2023
C
Cadence Design Systems
Data Engineering Intern
San Jose, CA, US
June 2022 - September 2022
Skills
A/B TestingAirflowAlgorithmsAmazon Web ServicesApache SparkArtificial IntelligenceArtificial Neural NetworksAutomationBayes' Theorem (Bayesian Statistics)Big DataBusiness InformaticsBusiness IntelligenceCodebaseCode CoverageComponent AnalysisComputer ProgrammingConvolutional Neural NetworksC++ (Programming Language)DashboardsData AnalysisDatabase AdministrationDatabasesDatabricksData MiningData ModelingData ProcessingData QualityData ScienceData VisualizationDecision TreesDeep LearningDesign of User InterfacesEconomyElectrical TransformersEmployee RetentionExecution of ExperimentsForecasting SkillsGeneralized Linear ModelGoogle CloudHidden Markov ModelInformation EngineeringJavaScript (Programming Language)KerasK MeansKnowledge of StatisticsLogistic RegressionMachine LearningMathematical FinanceMetricsNumPyPandasPower BIPython (Programming Language)PytorchRandom ForestRaw DataRecommender SystemsRecurrent Neural NetworksResearch SkillsSales PromotionSAS (Software)Scikit LearnSeleniumSelf MotivationSentiment AnalysisSnowflakeSoftware ApplicationsSpacySQL DatabasesSurvival AnalysisTableau (Software)Time SeriesWeb ScrapingWorkflowsXgboost