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saunakroy/README.md

Hi there 👋

My name is Saunak Roy, and I'm a current undergraduate student at the University of Maryland: College Park studying Computer Science and Mathematics. Here are some of the projects I've worked on or are currently developing:

  • Using diffusion models for medical image segmentation and reconstruction
  • Brain tumor classification from MRI scans using custom CNN architecture
  • Full-stack Health Self-Diagnosing Web Application
  • Analyzing US wealth disparities across sociodemographics using data analysis/ML techniques
  • Generating n-ary mathematical trees (symmetric, stochastic, etc.) on smooth 2D manifolds

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  1. saunakroy.github.io saunakroy.github.io Public

    My portfolio website, created using React.js and Tailwind CSS

    JavaScript

  2. Brain-Tumor-Classification Brain-Tumor-Classification Public

    A brain tumor classification project using custom CNN architecture built with TensorFlow and Keras.

    Jupyter Notebook

  3. 320-Final-Project 320-Final-Project Public

    A tutorial on using data analysis/ML techniques to analyze wealth disparities in America.

    HTML

  4. Health-Monitor Health-Monitor Public

    Full-stack health monitoring web application using Vercel, Next.js, Flask, and OpenAI API.

    Python

  5. NIST_Trees NIST_Trees Public

    N-ary non/minimally intersecting mathematical trees generated on smooth 2D manifolds using Java

    Java