Technologies: Node.js, Express.js, React.js, TypeScript, AWS Lambda, AWS IoT Core, AWS S3, DynamoDB, CesiumIon, AutodeskViewer, AutodeskHub
•
Developedafull-stackdigitaltwinsystemenablingreal-timemonitoringofassetsthroughIoTsensordata
•
Integrated CesiumIonfor 3Dgeospatialvisualizationand AutodeskViewer&Hubforinteractive3Dmodel management
•
BuiltbackendAPIswithNode.jsandExpress.jsfordataingestion,authentication,andreal-timestreaming
•
DesignedinteractivedashboardsusingReact.jsandTypeScriptforseamlessuserexperience
•
DeployedonAWS(Lambda,IoTCore,S3/DynamoDB)ensuringscalability,security,andhighavailability
Technologies: Logistic Regression, SVC, Random Forest, XGBoost, Seaborn
•
Designedand implementeda machinelearningpipeline to detectfraudulenttransactionswith 92% accuracy
•
Conductedadvancedfeatureengineeringontransactionaldatatoimprovemodelprecisionand recall
•
Evaluatedmultipleclassifiers,includingLogisticRegression,SVC,RandomForest,andXGBoost,selecting the best fit for production deployment
•
VisualizeddatapatternsandmodelresultswithSeaborntosupportfraudanalysisand reporting
•
Automatedmodeltraininganddatapreprocessingworkflowstofacilitatecontinuouslearningandmodel updates
Technologies: RevitAPI, C#, .NET, VisualStudio
•
DevelopedaRevitplugincompatiblewithmultipleRevitversionsusingtheRevitAPI
•
Automatedrepetitivetasksincludingparameterupdates,modelvalidation,andbatchprocessing
•
Designedauser-friendlyinterfaceinsideRevitforeasyaccesstopluginfeatures
•
EnsuredrobustnesswithexceptionhandlingandunittestingacrosssupportedRevitversions
•
Streamlinedarchitecturalandengineeringworkflows,reducingmanualerrorsandimprovingproductivity