Kritika Pathak

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.