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Navneet-Scaler/README.md

Hi, I'm Navneet 👋

AI / LLM Engineer • Full-Stack Developer

Building AI-native products with TypeScript, Python, Next.js, PostgreSQL, and LLMs.

👋 About Me

I build AI-native software where LLMs and embeddings are core parts of the system.

  • 🛡️ Building Siftguard — AI-powered GitHub App for issue & PR triage
  • 🗺️ Building Liner — Visual roadmap & habit tracker
  • 🌱 Open Source contributor to LangGraph
  • 💻 TypeScript • Python • React • Next.js • PostgreSQL
  • 📚 Currently learning ML fundamentals, retrieval systems, and evaluation

🧠 Tech Stack

AI / LLM

LLM Integration Prompt Engineering Embeddings RAG Vector Search pgvector Semantic Search AI Evaluation Anthropic Claude

Languages

Frontend

shadcn/ui • React Flow • Framer Motion • Zustand

Backend

REST APIs GitHub Apps GitHub Actions Row-Level Security AES-256-GCM

Tools

🚀 Featured Projects

🛡️ Siftguard

AI-powered GitHub App for OSS maintainers.

Highlights

  • Embedding-based duplicate detection
  • AI quality scoring
  • Cost-aware LLM pipeline
  • GitHub Actions integration
  • Secure encrypted secrets

Stack

TypeScript Probot Anthropic Claude PostgreSQL pgvector

🔗 https://github.com/Navneet-Scaler/Siftguard

🗺️ Liner

Interactive roadmap and habit tracking application.

Highlights

  • Zoomable learning roadmap
  • GitHub-style heatmap
  • Outline import
  • Supabase RLS
  • JSON backup & restore

Stack

Next.js React TypeScript Supabase

🌐 https://liner-xi.vercel.app

📂 https://github.com/Navneet-Scaler/Liner

🔍 Python-Based Web Scraper

Python scraper for Amazon & Flipkart product information.

Python BeautifulSoup

🔗 https://github.com/Navneet-Scaler/Python-Based-Web-Scrapper

🌱 Open Source

  • LangGraph contributions
  • Bug reports
  • Fixes
  • Documentation improvements

📊 GitHub Stats


📫 Connect

Built with ☕ and a healthy respect for pgvector.

Popular repositories Loading

  1. Liner Liner Public

    A visual learning and progress roadmap builder — plan chapters and topics on an interactive canvas, track daily practice, and follow progress from a dashboard.

    TypeScript 2

  2. Siftguard Siftguard Public

    A quality gate for open-source maintainers — scores incoming issues and PRs on reproducibility, AI-slop signal, and duplicate similarity, then labels and comments automatically so maintainers only …

    TypeScript 1

  3. CV CV Public

    HTML

  4. Web_Dev_Hackathon Web_Dev_Hackathon Public

  5. Web_D_Hackathon Web_D_Hackathon Public

    HTML

  6. Python-Based-Web-Scrapper Python-Based-Web-Scrapper Public

    This is a tool using which you can fetch (Price & Name) of the Product's listed on Amazon or Flipkart

    Python