Nikitha Sunku Prashanth
Location
New Brunswick, NJ
Education
R
Rutgers University-New Brunswick
August 2023 - May 2025
degree
Master's
major
Statistics
C
Cambridge Institute of Technology
Work Experience
R
Ride Share Pricing
Boston, MA, US
January 2023 - December 2023
company
Ride Share Pricing
overview
- Conducted thorough data cleaning to ensure data integrity and reliability
- Utilized hypothesis testing to validate key assumptions and enhance model reliability
- Applied Lasso and Ridge regularization to handle multicollinearity and improve model robustness
- Achieved a high accuracy of 94% with a decision tree model, demonstrating the effectiveness of the regression analysis
S
Syndigo
Technology Trainee
January 2023 - December 2023
Skills
AlgorithmsBadmintonCalculationsCommunication SkillsComputer ProgrammingConfident and Emotionally StableCooking SkillsData AnalysisDatabasesData CleansingData IntegrityData ProcessingData ScienceData StructuresDecision TreesGithubHTMLInformation TechnologyIntelliJ IDEAJava (Programming Language)Knowledge of EngineeringKnowledge of StatisticsMachine LearningMicrosoft ExcelNumPyPandasPassionatePHP (Programming Language)Power BIPython (Programming Language)Random ForestRegression AnalysisReliabilityShoppingSQL DatabasesStatistical Hypothesis TestingStrategies of PricingTeam WorkingTime SeriesVisualization