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sushma-prog/README.md

Hi there, I'm Sushma! πŸ‘‹

πŸš€ About Me

I'm a Data Science Enthusiast with a passion for Machine Learning, Data Analytics, and AI. Currently in my third year of BTech in Data Science, I’m building a strong foundation in Python, SQL, statistics, and data visualization. I enjoy solving real-world problems and uncovering insights through data-driven solutions.

πŸ”§ Tech Stack

  • Languages: Python, SQL
  • Libraries & Tools: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn
  • Databases: MySQL
  • Version Control: Git, GitHub
  • IDE & Tools: VS Code, Jupyter Notebook, PyCharm

🌱 Currently Learning

  • Supervised and Unsupervised Machine Learning
  • Data Preprocessing & Feature Engineering
  • Exploratory Data Analysis (EDA)
  • Building Portfolio Projects

πŸ“Œ Featured Projects

πŸš€ Simple Student Marks Manager – A Python-based project for managing student records.
πŸ“Š Titanic Data Analysis – Exploratory data analysis on the Titanic dataset. (In Progress!)

πŸ”Ή Customer Churn Prediction

  • πŸ” Built an end-to-end ML pipeline using XGBoost, SHAP & LIME
  • πŸ“Š Telco dataset to predict customer churn
  • πŸ”Ž Includes model interpretation + SQLite export
  • πŸ“‚ GitHub Repository

πŸ“« Let's Connect

πŸ“§ Email: sandanshivsunil636@gmail.com
πŸ’Ό LinkedIn: Sushma Sandanshiv
πŸ™ GitHub: sushma-prog

🎡 Fun Fact

When I’m not coding, I’m probably listening to *BTSβ€”especially *Young Forever! πŸŽΆπŸ’œ

Pinned Loading

  1. customer-churn-prediction customer-churn-prediction Public

    End-to-end machine learning project to predict telecom customer churn.

    Jupyter Notebook

  2. Advanced-ML Advanced-ML Public

    A 7-day hands-on journey into advanced ML techniques including XGBoost, LightGBM, SHAP, LIME, GridSearchCV, and API integration.

    Jupyter Notebook