- Developed the Expert Project with a model using retrieval-augmented generation (RAG) and large language models (LLM) to answer questions about Northwestern University policies
- Generated a large dataset of around 4800 query examples by using the gpt-3.5-turbo model, among which around 2500 are NU
- Trained a query classifier by using the pre-trained BERT model and tailoring it on the downstream task. Achieved a testing
A
AI4Finance
Research Assistant
New York, NY, US
October 2022 - present
N
Northwestern University
Evanston, IL, US
September 2023 - December 2023
A
ACM ICAIF
Core Organizer
New York, NY, US
October 2023 - November 2023
Skills
Languages
ChineseEnglish
Skills
AdaptabilityAlgorithmsAmazon Web ServicesArtificial IntelligenceAttention to DetailBig DataBusiness AdministrationBusiness EconomicsCategorical DataCommunication SkillsComputer NetworksComputer ProgrammingCoordination SkillsCultural ActivitiesCuriosityData AnalysisDatabasesData ScienceData StructuresDecision Making SkillsDecision TreesDeep LearningEconomyEncodingsEvent ManagementFeature EngineeringGitGPTHealth CareInformation TechnologyJava (Programming Language)JavaScript (Programming Language)Knowledge of FinanceKnowledge of MathematicsLarge Language ModelsLisp (Programming Language)Logistic RegressionMachine LearningMarkovMentoringMicrosoft OfficeMySQLNatural Language ProcessingNode.JsOutliersProgramming LanguagesPublic RelationsPython (Programming Language)PytorchQuantitative AnalysisReal EstateReinforcement LearningSales PromotionSeleniumSoftware ArchitectureSQL DatabasesStrategies of PricingStreamlineSupport Vector MachineTailoringTeam WorkingTensorflowTesting SkillsTourismTradingTrading StrategyVisualizationWeb Pages