Shreya Samrat

About

B.Tech Computer Science student with hands-on experience in machine learning, data analysis, and predictive modeling. Strong in Java, SQL, EDA, data preprocessing, feature engineering, and model evaluation, with a focus on building scalable real-world solutions.

Experience

• Business Operations / Software Intern
  Qbaxo Pvt. Ltd.
  Jul 2025 – Aug 2025
• Full Stack Developer Intern
  C3iHub, IIT Kanpur
  Feb 2025 – Apr 2025

Education

• Bachelor of Technology in Computer Science
  Galgotias University
  Computer Science · Aug 2023 – Jul 2027
• Intermediate / Class XII
  Heliger Borden Education Center
  Science · Apr 2020 – Mar 2021
• High School / Class X
  Heliger Borden Education Center
  Science · Apr 2018 – Mar 2019

Skills

• SQL
• Data Preprocessing
• Java
• Classification
• Data Cleaning
• Feature Engineering
• Matplotlib
• Model Evaluation
• NumPy
• Pandas
• Seaborn
• Supervised Learning
• Regression
• Logistic Regression ( in progress )

Projects

• IIT Kanpur LMS – Instructor Dashboard ↗
  React, TypeScript, Tailwind CSS, React Router, Recharts

  Contributed to the frontend of an instructor LMS dashboard across six core modules, developing responsive reusable UI components for course management, student search/filtering, grading flows, charts, notifications, loading states, and KPI views.

• Customer Churn Prediction ↗
  Machine Learning, Logistic Regression, Random Forest, EDA, Feature Engineering

  Built an end-to-end machine learning classification pipeline using the IBM Telco Customer Churn dataset, including data cleaning, encoding, EDA, feature engineering, preprocessing, and model evaluation.

🏆 Achievements & awards

• Solved 300+ Data Structures and Algorithms problems on LeetCode