> ## Documentation Index
> Fetch the complete documentation index at: https://github-52.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Sumit SC: Data Science & Machine Learning Projects

> A portfolio of data science and machine learning projects spanning predictive modeling, EDA, time-series analysis, and visualization across real-world domains.

Welcome to Sumit SC's data science portfolio — a collection of end-to-end analytics and machine learning projects that explore real-world datasets across industries including automotive, entertainment, finance, and environmental science.

<CardGroup cols={2}>
  <Card title="About" icon="user" href="/about">
    Learn about the skills, tools, and technologies behind these projects.
  </Card>

  <Card title="Projects" icon="chart-bar" href="/projects/used-car-price-prediction">
    Browse all data science and machine learning projects.
  </Card>

  <Card title="Site Setup" icon="rocket" href="/setup/deployment">
    Learn how this portfolio site is built and deployed.
  </Card>

  <Card title="Comments" icon="comments" href="/setup/comments">
    How the Giscus-powered discussion system works.
  </Card>
</CardGroup>

## Featured Projects

<CardGroup cols={2}>
  <Card title="Used Car Price Prediction" icon="car" href="/projects/used-car-price-prediction">
    Machine learning model to predict used car prices based on features like mileage, age, and brand.
  </Card>

  <Card title="IMDB Movie Analysis" icon="film" href="/projects/imdb-movie-analysis">
    Exploratory data analysis of IMDB movie ratings, genres, and revenue trends.
  </Card>

  <Card title="Bank Loan Case Study" icon="building-columns" href="/projects/bank-loan-case-study">
    Risk analysis and predictive modeling for bank loan approval decisions.
  </Card>

  <Card title="Call Volume Trend Analysis" icon="phone" href="/projects/call-volume-trend">
    Time-series analysis of call center volume patterns for ABC company.
  </Card>
</CardGroup>

## Get Started

<Steps>
  <Step title="Browse Projects">
    Explore the [Projects](/projects/used-car-price-prediction) section to view detailed write-ups of each analysis.
  </Step>

  <Step title="Review Methodology">
    Each project page walks through the dataset, approach, key findings, and visualizations.
  </Step>

  <Step title="View Source">
    Project source code and notebooks are linked from each project page on GitHub.
  </Step>
</Steps>