Vi Anh Nguyen


Location

Urbana, IL
Hanoi, Vietnam
Education
    University of Illinois at Urbana-Champaign
    August 2022 - December 2024
    degree
    Master's
    major
    Mathematics
    Grinnell College
Work Experience
    ProtonVDA
    Machine Learning Intern
    Chicago, IL, US
    June 2024 - August 2024
    company
    ProtonVDA
    title
    Machine Learning Intern
    overview
    - Processed over 400 GB of medical imaging data to ensure data integrity and consistency for accurate analysis - Enhanced model performance by retraining nnU-Net with advanced segmentation techniques, leveraging cross-validation and ensemble methods - Conducted comprehensive literature reviews to address segmentation challenges and improve algorithm robustness - Utilized cloud computing resources for model training to optimize performance and resource allocation - Developed Python scripts for data processing and visualization, facilitating model evaluation and future improvements
    INMAS
    Data Science Trainee
    Urbana, IL, US
    October 2023 - February 2024
    Grinnell College Math Department
    Mathematics Researcher
    Grinnell, IA, US
    June 2021 - August 2021
Skills
Languages
ArabicEnglishVietnamese
Skills
ActivismAgile MethodologyAlgebraAlgorithmsAmazon Web ServicesAnalytical ThinkingAndroid (Software)Android StudioAttention to DetailBig DataClient Server ModelsCloud ComputingCOVID-19 TestingCultural ActivitiesData IntegrityData ProcessingData ScienceData StructuresDecision Making SkillsForecasting SkillsFunctional AnalysisGeometryGitHTMLInformation TechnologyJava (Programming Language)JSONJupyterKnowledge of FinanceKnowledge of MathematicsKnowledge of StatisticsLinear RegressionLinuxLiterature ReviewsMachine LearningMatplotlibMedical ImagingMicrosoft ExcelMinitabNatural Language ProcessingNumber TheoryNumPyPandasPredictive ModellingProbability and StatisticsProblem SolvingPython (Programming Language)PytorchRandom ForestRegression AnalysisResearch SkillsResource AllocationRisk ManagementSciPyServer ApplicationsSimulationsSQL DatabasesStrategies of PricingTesting SkillsVisualization