Alejandra Duran

Location

Princeton, NJ
Bogotá, Colombia
Education
    Princeton University
    August 2021 - June 2025
    degree
    Bachelor's
    major
    Physics
    minor
    Computer Science
Work Experience
    Princeton University
    Undergraduate Researcher
    January 2024 - present
    company
    Princeton University
    title
    Undergraduate Researcher
    overview
    - Refactored existing ML training pipelines using profiling tools and debugging techniques, reducing model error by 90 - Conduct flow-field analysis to understand the latent dynamics of RNNs and neural ordinary differential equations - Decreased model training time by 30% while running 100+ simulations to optimize RNN performance on cognitive tasks
    Peer Review Board
    September 2023 - present
    McGraw Center
    Advanced Tutor
    September 2022 - present
    Princeton University
    Product Research Team Lead
    September 2021 - present
    Gregor Lab Princeton University
    Undergraduate Researcher
    September 2023 - January 2024
    See 4 More
Skills
AlgorithmsAmazon Web ServicesArithmeticsArtificial IntelligenceAssembly and InstallationAssembly LanguageAutomationBash ShellBenchmarking SkillsBiotechnologyCalculationsCassandraCluster AnalysisComputer ProgrammingComputer VisionControl SystemsC++ (Programming Language)Creating PrototypesDatabasesData CollectionData ProcessingData StructuresDifferential EquationsDistributed File SystemsEmacsEmbedded ComputersEntrepreneurshipExecution of ExperimentsFinancial EngineeringFluorescence MicroscopyGitGithubGoogle CloudHardware DesignImage AcquisitionImagingImaging TechnologyIncubatorsInformation TechnologyInnovationJava (Programming Language)Key ManagementKnowledge of StatisticsLeadershipLinear AlgebraLinuxMachine LearningMATLABMemory ManagementMicroscopyMultithreadingNumerical AnalysisOperations ResearchOrdinary Differential Equations (Differential Calculus)PandasPeer ReviewPerl (Programming Language)PhysicsProfilingProgramming LanguagesProgramming ToolsPython (Programming Language)PytorchResearch SkillsScalabilityScikit LearnSciPyScriptingSelf MotivationSelf-OrganizationShell ScriptSimulationsSoftware DebuggingSoftware EngineeringSQL DatabasesStochastic ProcessSystem ProgrammingTeachingTeam WorkingTissue SamplesVisual C++ (Programming Language)Workflows
Github / Code
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aduranu(view my full github here)
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