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Dhathrinarne/README.md

👋 Hi there, I'm Dhathri Narne.

🎯 Passionate about turning data into actionable insights
📊 Skilled in analytics, visualization, and machine learning
🚀 Exploring the power of Gen AI + Data Analytics

🧠 About Me

  • 💼 Data Analyst with strong analytical and problem-solving skills
  • 🔍 Experienced in handling complex datasets and extracting insights
  • 📈 Focused on business intelligence, predictive modeling, and automation
  • 🤖 Interested in Machine Learning, Data visualization & Generative AI applications

⚙️ Tech Stack

🗄️ Data & Querying

SQL

📊 Data Analysis & Visualization

Power BI R

🐍 Programming

Python

🤖 Machine Learning & AI

Machine Learning Orange Generative AI

📈 Statistical Analysis

PSPP

📌 What I Do

  • Data cleaning, analysis, and modeling (Python)
  • Data extraction and querying (SQL)
  • Data visualization and dashboarding (Power BI)
  • Statistical analysis and visualization (R)
  • Visual machine learning modeling (Orange)
  • Statistical testing and analysis (PSPP)
  • Gen AI Applications & Automation

🌐 Connect With Me

✨ Fun Fact

“Without data, you're just another person with an opinion.” – W. Edwards Deming

⭐ Feel free to explore my repositories and connect with me!

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  1. Loan-Approval-Prediction Loan-Approval-Prediction Public

    Built a Logistic Regression model in R to predict housing loan approvals using financial and demographic data. Performed data preprocessing, feature engineering, and model evaluation using ROC curv…

    4

  2. Decision-tree Decision-tree Public

    This project builds a Decision Tree model to predict loan approval using financial and demographic data. It includes data preprocessing, encoding of categorical variables, model training, and evalu…

    3

  3. Credit-card-analysis-dashboard. Credit-card-analysis-dashboard. Public

    End-to-end Power BI dashboard project analyzing credit card default behavior using demographic and financial variables to identify risk patterns, customer segments, and actionable business insights…

    2

  4. HR-Employee-Attrition-Prediction HR-Employee-Attrition-Prediction Public

    Logistic Regression model built in Orange to predict employee attrition with 84% accuracy and AUC of 0.71, including ROC analysis and confusion matrix evaluation.

    1

  5. insurance-linear-regression-r insurance-linear-regression-r Public

    A Linear Regression project in R that predicts insurance charges based on factors like age, BMI, smoking status, and gender. It includes data preprocessing, correlation analysis, model building, an…

    1

  6. IPL-Data-Analysis-Dashboard IPL-Data-Analysis-Dashboard Public

    Interactive Power BI dashboard analyzing IPL data to uncover insights on team performance, toss decisions, venue impact, and winning trends using data visualization techniques.

    1