Garima jain

About

Data Science undergraduate with hands-on experience in NLP, classification, and regression through ML internships and end-to-end projects. Skilled in Python and Scikit-learn, with a 94% F1-score on a real-world NLP task.

Experience

• Machine Learning Intern
  ArvyaX
  2026 – 2026
• Machine Learning Intern
  CodSoft
  2025 – 2025

Education

• B.Tech
  ITM SLS BARODA UNIVERSITY
  Computer Science Engineering (AI & Data Science) · May 2024 – 2028

Skills

• SQL
• Python
• Classification
• Data Cleaning
• Feature Engineering
• Matplotlib
• NumPy
• Pandas
• scikit-learn
• Seaborn
• Random Forest
• Natural Language Processing
• Regression
• Linear Regression
• Tf-Idf
• Cross Validation

Projects

• Weather Data Analysis
  Matplotlib, Statistical Analysis

  Analyzed temperature, humidity, and rainfall patterns to identify seasonal trends using statistical analysis and visualizations.

• Sales Data Analysis
  Pandas, Matplotlib

  Cleaned sales data, calculated revenue and profit margins, identified top-performing products, and analyzed monthly trends with visualizations.

• Movie Rating Prediction
  Linear Regression, Random Forest Regressor, Feature Engineering

  Predicted IMDb ratings using genre, director, actor, votes, duration, and year; Random Forest outperformed the Linear Regression baseline after adding a Votes_log feature.

• Emotional State Prediction System
  TF-IDF, Random Forest, Decision Engine

  Combined TF-IDF with meta features into a 68-feature matrix; Random Forest Classifier achieved 94% F1 score, paired with a Decision Engine for action recommendations.

Courses & certifications

• CodSoft ML Internship — Movie Rating Prediction · CodSoft · 2025
• ArvyaX ML Internship — Emotional State Prediction · ArvyaX · 2025

🎯 Hobbies & interests

• My hobbies include learning new technologies
• exploring Data Science and AI
• listening to music
• and watching informative videos. I also enjoy working on per