Lingyi Li

Location

Los Angeles, CA
Education
    University of California-Los Angeles
    September 2024 - May 2026
    expected degree
    Master's
    major
    Statistics
    Chinese University of Hongkong
    September 2020 - May 2024
Work Experience
    Atrudata
    Data Scientist
    Los Angeles, CA, United States, 91671
    November 2024 - present
    company
    Atrudata
    title
    Data Scientist
    overview
    Led a data product team at a start-up focused on data clean room solutions  Developed an ads dashboard product with data integration pipelines and metrics such as CTR and user funnel, featuring daily refreshed analytics and visualizations using Python.  Collaborated cross-functionally with the engineering team to enhance pipeline efficiency using Argo Workflows, communicated with PMs weekly to align technical improvements with business objectives.  Utilized cloud computing tools (e.g., AWS SageMaker) to deploy and optimize generative model pipelines for ad-related data synthesis, resolving issues of missing user information due to privacy protection concerns.
    Kuaishou Technology
    Data Analyst Intern
    Beijing, People's Republic of China
    March 2024 - July 2024
    OPPO
    Data Analyst Intern
    Shenzhen, GD, People's Republic of China
    May 2023 - June 2023
    Shenzhen Research Institute of Big Data
    Data Scientist Intern
    Shenzhen, GD, People's Republic of China
    March 2023 - May 2023
Skills
Languages
ChineseEnglishFrenchGermanSpanish
Skills
A/B TestingAd OperationsAdvertising SalesAmazon Web ServicesApache HiveApache SparkAsset ManagementAutomationBidding SkillsBig DataBusiness PlanningCausal InferenceCloud ComputingCloud ServicesCluster AnalysisComputer ProgrammingConversion MarketingDashboardsData AnalysisDatabasesData IntegrationData MiningData ProcessingData ScienceData VisualizationDigitizationE-CommerceExecution of ExperimentsExtract Transform Load (ETL)Feature EngineeringFeature SelectionFinancial Data AnalysisForecasting SkillsGitGoogle AnalyticsJava (Programming Language)Knowledge of AdvertisingKnowledge of CampaignsKnowledge of CleanroomsKnowledge of EngineeringKnowledge of FinanceKnowledge of StatisticsLogistics OperationsMachine LearningMATLABMatplotlibMentoringMetricsMicrosoft ExcelMoney InvestmentsNumPyPandasPower BIProcurement ManagementPython (Programming Language)PytorchRandom ForestResearch and DevelopmentResearch SkillsSalesShoppingSQL DatabasesStrategic ThinkingSubsidiesTableau (Software)Target Market SelectionTime SeriesUser InformationWorkflowsXgboost