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aryaman-modi/README.md

Hi 👋, I'm Aryaman Modi

Computer Engineering Graduate passionate about Machine Learning, Data Science and Python Development.

👨‍💻 About Me

  • 🎓 B.E. in Computer Engineering
  • 📊 Post Graduate Program in Data Science
  • 📄 Springer Published Research Author
  • 🐍 Python | SQL | Machine Learning
  • 🌱 Currently exploring Machine Learning and AI

🛠 Tech Stack

Languages

Python SQL Java

Machine Learning & Data Science

Pandas NumPy Scikit-Learn Matplotlib

Databases

MySQL

Visualization

Tableau Microsoft Excel

Tools

Git GitHub Jupyter Google Colab Linux

🚀 Featured Projects

  • Customer Churn Prediction using Machine Learning
  • Customer Segmentation using unsupervised learning
  • Smart Precision Irrigation System
  • E-Cell VNIT Website

📚 Research

Springer Publication

Weather Forecasting and Precision Irrigation using Machine Learning

Presented at ACDIS 2024, BITS Pilani Goa

📫 Connect with Me

LinkedIn : www.linkedin.com/in/aryaman-modi-8a834a200

Email : modiaryaman@gmail.com

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

    End-to-end machine learning pipeline for predicting customer churn using Python and Scikit-learn.

    Jupyter Notebook

  2. aryaman-modi aryaman-modi Public

    Machine Learning | Data Science | Python Portfolio

  3. credit-card-customer-segmentation credit-card-customer-segmentation Public

    Customer segmentation using K-Means and Hierarchical Clustering for targeted marketing and business insights.

    Jupyter Notebook

  4. customer-purchase-behavior-analysis customer-purchase-behavior-analysis Public

    Exploratory data analysis of automobile customer behavior to uncover purchasing trends and generate business insights for targeted marketing.

    Jupyter Notebook

  5. ott-content-viewership-prediction ott-content-viewership-prediction Public

    Linear Regression project predicting first-day OTT content viewership using marketing, platform engagement, and release data.

    Jupyter Notebook