Aditya Singh
Location
Los Angeles, CA
Education
U
University of Southern California
August 2022 - May 2024
degree
Master's
major
Data Science
M
Massachusetts Institute of Technology
Work Experience
F
Fresenius Medical Care
Data Science Intern
Waltham, MA, US
May 2023 - August 2023
company
Fresenius Medical Care
title
Data Science Intern
overview
- Spearheaded a critical project leveraging clinical advanced analytics to forecast potential HHD Patient drops, utilizing
- Created a robust data aggregation framework, integrating treatment variables like arterial pressure and alarm rates to optimize predictive analysis model
- Applied XGBoost for model training, employing hyperparameter tuning using GridSearchCV, and underscored key features
C
CanspiritAI
Full Stack Developer Intern
March 2021 - May 2021
Skills
AlgorithmsAmazon Web ServicesAnacondaAnalytical ThinkingApache SparkArtificial IntelligenceArtificial Neural NetworksBackendBaggingBiomedical EngineeringBlood PressureClinical WorksCreating PrototypesDatabasesData CleansingData MiningData NormalizationData ScienceDeep LearningEncodingsFeature SelectionFirebaseFlask (Web Framework)Forecasting SkillsGitGynaecologyHealth CareHTMLImaging TechnologyInformation TechnologyJavaScript (Programming Language)JSONJupyterKerasKnowledge of EngineeringMachine LearningMATLABMedical ImagingMedical RecordsMernMongoDBMySQLNatural Language ProcessingNeoplasmOpenCVPandasPower BIPredictive Data AnalysisPysparkPython (Programming Language)PytorchReactJSScikit LearnSocial MediaTableau (Software)TensorflowTransfer LearningXgboost