Nikitha Natarajan

Experience

• 

  ShapeAI

  Aug 2021 - Nov 2021

  Data Scientist Intern

  - Worked extensively with time series data, applying data cleaning, feature engineering, and statistical modeling techniques to develop accurate predictive models using Python and libraries such as Pandas, NumPy, Scikit-learn, and TensorFlow.- Conducted in-depth data analysis on datasets including Walmart store sales, Uber data, and mall customer segmentation.- Implemented market basket optimization and performed ads and sentiment analysis, utilizing data visualization tools to provide clear insights. Show less

• 

  The Sparks Foundation

  Dec 2021 - Jan 2022

  Data Science and Business Analyst

  - Developed and implemented a Decision Tree Classifier to predict outcomes, applying data preprocessing techniques for categorical features.- Evaluated model performance using accuracy metrics and visualizations.

• 

  HighRadius

  Jan 2022 - Apr 2022

  Tech Intern

  Built and deployed an AI-enabled FinTech B2B cloud application utilizing Python, machine learning, HTML, CSS, JavaScript, Java, JDBC, servlets and MySQL. - Developed a machine learning model to predict payment dates for invoice creation, achieving high accuracy. - Designed and integrated a full-stack Invoice Management Application, handling both UI components and backend systems.

• 

  ZS

  Jun 2023 - Jul 2024

  Business Technology Solutions Associate