KITAE KIM

Location

New York City, NY
Chicago, IL
Education
    University of Chicago
    August 2023 - December 2024
    degree
    Master's
    major
    Data Science
    Incheon National University
Work Experience
    Geisinger
    Data Scientist Healthcare Data Science Team Internship
    Danville, PA, US
    June 2024 - present
    company
    Geisinger
    title
    Data Scientist Healthcare Data Science Team Internship
    overview
    - Reduced overcrowding and improved patient flow management for predicting patient arrivals and admi - Cut patients sitter need prediction errors and reduced medical staffing costs by 10% using TensorFlow - Keras, with an AWS-powered dashboard for real-time monitoring
    KPMG
    Data Scientist Management Consulting Team Full time
    Seoul, KR
    February 2023 - July 2023
    Hyundai Motor Group
    Data Scientist
    Seoul, KR
    January 2019 - January 2023
Skills
A/B TestingAgile MethodologyAmazon Web ServicesAnomaly DetectionApache HadoopApache SparkArtificial IntelligenceBanking ServicesBusiness ConsultingBusiness PlanningCluster AnalysisComputer ProgrammingCost OptimisationDashboardsDatabasesData PipelinesData ScienceDeep LearningDevOpsDockerDocumentary CreditEconomic DevelopmentEconomyElectric VehiclesExpeditingFeature EngineeringFederal ReserveForecasting SkillsGithubInfrastructure ManagementInsurance Claim ProcessingKerasKnowledge of FinanceKnowledge of MathematicsKnowledge of StatisticsLinear RegressionLinuxLogistics OperationsMachine LearningMarketingMatplotlibMedical EmergenciesMedical RecordsMetricsMicrosoft AzureMicrosoft ExcelMicrosoft OutlookMicrosoft WordModelling SkillsMongoDBMultivariate AnalysisNetwork PerformanceNLTK (NLP Analysis)NumPyOracledbPandasPhotovoltaicsPlotlyPower BIPredictive Data AnalysisProphetPython (Programming Language)PytorchRoad TransportSAP ApplicationsSAS (Software)Scikit LearnSciPyService QualitySnowflakeSoftware as a ServiceSQL DatabasesStandardizationStatistical Process Control (SPC)Stock ControlSupply Chain ManagementTableau (Software)TensorflowTime SeriesTransportation ManagementUnloading SkillsVisualizationXgboost