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prernagoswami11/README.md
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🚀 About Me

"Curious about how data reveals patterns — I explore, analyze, and translate data into clear, actionable insights."

I'm an Intermediate Data Analyst actively building a portfolio at the intersection of data analytics and data science. I love finding the story hidden inside messy datasets and turning it into something a business can actually use.

  • 🔍 Passionate about EDA, data visualization, and statistical analysis
  • 🤖 Currently leveling up in machine learning fundamentals
  • 🎯 Seeking roles in Data Analytics / Data Science / Business Intelligence
  • 📍 Based in India

🛠️ Tech Stack

Languages & Libraries

Python MySQL Pandas NumPy Matplotlib Seaborn Scikit-learn Plotly

BI & Tools

Power BI Tableau Excel Jupyter Notion


📂 Featured Projects




📊 Project Highlights

Project Domain Tools Key Insight
🍽️ Zomato India EDA Food & Hospitality Python, Pandas, Matplotlib 99 cities · cuisines · pricing & ratings analysis
🏦 HR Analytics — Banking HR / Finance Power BI Attrition drivers, workforce structure & KPIs
🛒 BigBasket Product Analysis E-Commerce Python, IQR method 27,555 products · pricing outliers · discount patterns
💳 Loan Sanction EDA FinTech Python, Pandas, Seaborn Credit history, income patterns & demographic factors
🚕 Mobility / Cab Analytics Transport Power BI, MYSQL Cab service demand & behavioral patterns

📈 GitHub Stats




📚 Currently Learning

skills_in_progress = {
    "Machine Learning": ["Linear Regression", "Classification", "Model Evaluation"],
    "Visualization":    ["Reusable Power BI templates", "Plotly dashboards"],
    "Portfolio":        ["End-to-end ML project", "Kaggle competitions"]
}

🤝 Let's Connect

LinkedIn Gmail GitHub

💬 Open to collaborations, project feedback, and full-time opportunities in Data Analytics & Data Science!


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  1. -zomato-india-restaurants-eda -zomato-india-restaurants-eda Public

    End-to-end EDA on Zomato's Indian restaurant dataset — 99 cities, cuisines, ratings, pricing and customer behavior.

    Jupyter Notebook 1

  2. Mobility-Analysis Mobility-Analysis Public

    This repository related to cab service analytics.

    1

  3. Customer-churn-prediction Customer-churn-prediction Public

    E-commerce RFM segmentation and Customer Churn model

    Jupyter Notebook

  4. A-B-Test-Analysis A-B-Test-Analysis Public

    Jupyter Notebook