- Description
- Replicating the Relative Wealth Index (RWI) using data from the Facebook Data for Good initiative and DHS information, analyzing variable weights, spatial distribution, and representation levels
- Conducting a comparative analysis of wealth distribution using national surveys, harmonizing wealth indices from HIES and PSLM datasets, and exploring correlations between household wealth and expenditure
- Evaluating high-resolution RWI against official surveys, ensuring district-level wealth ranking consistency, and estimating uncertainties
- Assessing RWI's potential for social program targeting, focusing on wealth distribution, urban-rural disparities, and targeting simulations
Research Assistant
May 2023 - July 2023
Skills
Languages
EnglishTamilTurkish
Skills
Amazon Elastic Compute CloudAmazon S3Amazon Web ServicesAngularJSArcGIS (Software)Artificial IntelligenceArtificial Neural NetworksAWS LambdaBenchmarking SkillsBusiness IntelligenceChromatinCloud ComputingCOVID-19 TestingCuriosityData AnalysisDatabase AdministrationDatabase DesignDatabasesData IntegrationData MiningData ProcessingData ScienceData VisualizationData WarehousingDeep LearningDesign Elements and PrinciplesDigital MarketingExtract Transform Load (ETL)Forward-ThinkingGene ExpressionGenomicsHealth CareHTMLIdentity and Access ManagementImage ProcessingInformation TechnologyInnovation ManagementKerasKnowledge of EngineeringKnowledge of StatisticsLeadershipLinear AlgebraLinuxMachine LearningMedical RecordsMicrosoft AzureMicrosoft ExcelMicrosoft SQL ServerMicrosoft WindowsMoney InvestmentsMongoDBMySQLNetwork Planning and DesignNormalization ProcessesNoSQLNumerical AnalysisOnline Analytical ProcessingOperational SystemsPandasPassionatePostgreSQLPower BIProgramming LanguagesPublishing SkillsPython (Programming Language)PytorchRelational DatabasesResearch SkillsSAS (Software)Scientific StudiesSelf MotivationServerless ComputingSimulationsSQL DatabasesSQL Server Analysis ServicesSQL Server Integration ServicesSQL Server Management StudioSQL Server Reporting ServicesSurveysTableau (Software)TensorflowUnsupervised LearningVisualizationWeb Applications