Kritika Pathak

Kritika Pathak

Data Science Intern

Followers of Kritika Pathak842 followers
location of Kritika PathakLos Angeles, California, United States

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  • Timeline

  • About me

    Actively looking for full time roles for Summer 2024|MS in Applied Data Science @Viterbi School of Engineering

  • Education

    • University of Southern California

      2022 - 2024
      Master's degree Applied Data Science 3.6/4

      Activities and Societies: Director of Sponsorship at the Association of Indian Students Data Science Senator at Viterbi Graduate Student Association Coursework: DSCI 550 Data Science at ScaleDSCI 551 Foundations of Data ManagementDSCI 552 Machine Learning for Data ScienceCSCI 544 Applied Natural Language ProcessingDSCI 553 Foundations of Data MiningDSCI 554 Data VisualizationCSCI 572 Information Retrieval and Web Search EnginesDSCI 529 Security and Privacy

    • Pace Junior Science College

      2016 - 2018
      HSC
    • University of Mumbai

      2018 - 2022
      Bachelor of Engineering - BE Electronics and Telecommunication Engineering 9.46/10
  • Experience

    • ECS Academy

      Sept 2021 - Oct 2021
      Data Science Intern

      Collaborated with a team to build a machine learning-based house price prediction model using historical data. Evaluated 3 models and perfected an accuracy of over 90% with ideal model.

    • The Sparks Foundation

      Oct 2021 - Nov 2021
      Data Science Intern

      Attained 92% accuracy in student percentage forecasting utilizing linear regression techniques.Engineered a precise model for predicting marks based on daily study hours, contributing to enhanced academic performance metrics.

    • USC Bovard College

      Feb 2023 - Aug 2023
      Data Analyst

      Created interactive reports and dashboards with Tableau Desktop and visualization using Python, resulting in 10 interactive reports with visually appealing visualizations.Reviewed college admission data to analyze traffic sources for admissions, resulting in a 25% increase in application submissions.Utilized Python and Tableau to quantify the most successful admission platforms, leading to a 40%improvement in conversion rates for targeted marketing campaigns.

    • Data Glacier

      Jun 2023 - Sept 2023
      Data Science Intern

      Facilitated thorough exploration and selection of machine learning models, including Linear, Ensemble, and Boosting models, aligning with business needs and achieving a 15% increase in model performance.Executed end-to-end ML model deployment. Deployed model on Heroku, saving time and resources by streamlining the process and reducing deployment time, resulting in a 30% increase in operational efficiency.

  • Licenses & Certifications

  • Volunteer Experience

    • Director of Sponsorship

      Issued by Association of Indian Students USC on May 2023
      Association of Indian Students USCAssociated with Kritika Pathak
    • Data Science Senator

      Issued by Viterbi Graduate Student Association on Aug 2023
      Viterbi Graduate Student AssociationAssociated with Kritika Pathak
    • Deputy of Sponsorship

      Issued by Association of Indian Students USC on Sept 2022
      Association of Indian Students USCAssociated with Kritika Pathak
    • Sports Secretary

      Issued by Vivekanand Education Society's Institute Of Technology on Aug 2018
      Vivekanand Education Society's Institute Of TechnologyAssociated with Kritika Pathak