Skip to content

purvanshh/Portfolio-Machine-Learning

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Purvansh Sahu — ML Systems Portfolio

Personal portfolio focused on applied ML systems engineering. Built with React.

Live: purvanshsahu.vercel.app

What's in it

  • Engineering Thesis — Positioning statement on building trustable ML systems
  • Experience — ML research at IIT Madras (with ICAR-NRCB)
  • Projects — Four production-oriented ML systems with technical depth:
    • PRGuard AI — Multi-agent PR review with confidence arbitration
    • Document Intelligence Engine — LayoutLMv3 + deterministic post-processing
    • GitHub Codebase Intelligence — Graph-aware RAG for code understanding
    • AuditLend — Credit decision engine with audit trail
  • System Design — Architecture deep-dives with pipeline flows, failure paths, decision logic, and engineering tradeoffs
  • Proficiencies — ML/Modeling, Systems/Backend, Tools/Infra

Tech Stack

  • React.js
  • GSAP + ScrollTrigger (scroll-linked animations)
  • Lucide React (icons)
  • Custom shader background (WebGL)
  • Vanilla CSS

Run locally

git clone https://github.com/purvanshh/Portfolio-Machine-Learning.git
cd Portfolio-Machine-Learning
npm install
npm start

Opens at http://localhost:3000.

Structure

src/
├── components/
│   ├── Hero.js
│   ├── EngineeringThesis.js
│   ├── Experience.js
│   ├── Projects.js
│   ├── SystemDesign.js
│   ├── Proficiencies.js
│   ├── Education.js
│   ├── Contact.js
│   ├── Header.js
│   ├── Footer.js
│   ├── ShaderAnimation.js
│   └── ui/
│       └── HamburgerMenuOverlay.js
├── App.js
├── App.css
├── index.css
└── index.js

Contact

License

MIT

About

A curated collection of machine learning projects covering data preprocessing, model training, evaluation, and experimentation workflows.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors