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Achievement: Pull SharkAchievement: YOLO

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ameghcoder/README.md

Hi, I'm Yashraj 👋

AI Systems Engineer • Full-Stack Engineer • Building AI products from idea to production

Portfolio • LinkedIn • X

Building software that solves real problems, not portfolio projects.

🚀 Highlights

  • 🧠 Creator of QIndex-RAG, an open-source retrieval architecture for RAG systems
  • 🤖 Building SupportGPT, an AI-native customer support platform
  • 👨‍💻 Built 5+ production products from scratch
  • 📸 Built PixEarn, a creator platform with 1,700+ creators, 3,000+ visuals, and millions of image impressions
  • 🌍 Looking for Remote AI Engineer / Full-Stack Engineer opportunities

📦 Featured Projects

🤖 SupportGPT

AI customer support platform powered by a custom retrieval architecture.

Features

  • Documentation crawler
  • QIndex-RAG retrieval
  • Streaming AI responses
  • Citations
  • Knowledge-gap detection
  • Content versioning
  • Queue-based ingestion
  • Observability

Tech

TypeScript • Next.js • Express.js • PostgreSQL • Qdrant • OpenAI

🔗 Live: Coming Soon

🧠 QIndex-RAG

Open-source retrieval architecture that indexes questions instead of document chunks to improve retrieval quality.

Instead of matching:

Question → Chunk

it performs

Question → Generated Question → Chunk

which significantly improves retrieval accuracy on documentation-heavy datasets.

🔗 https://github.com/ameghcoder/qindex-rag

📸 PixEarn

Creator-first image-sharing platform.

Achievements

  • 1,700+ creators
  • 3,000+ uploaded visuals
  • Millions of image impressions
  • Revenue-sharing model

🔗 https://pixearn.com

✍️ CreatorJot

Turns YouTube videos into summaries and social media content using multiple LLMs.

Features:

  • GPT
  • Claude
  • Gemini
  • Async processing
  • pg-boss job queues

🔗 https://creatorjot.com

⚡ STL - Structured Table Languge

Framework agnostic DSL that help to build Advance table using JS/TS

🔗 https://stl-table.vercel.dev

🛠️ Regify

CLI that generates registry.json automatically using AST analysis.

🔗 https://github.com/ameghcoder/regify

🛠 Tech Stack

Languages

TypeScript • JavaScript • Python • SQL

Frontend

React • Next.js • Tailwind CSS • Zustand

Backend

Node.js • Express • PostgreSQL • Supabase

AI

OpenAI API

RAG

Qdrant

Embeddings

Prompt Engineering

AI Evaluation

Infrastructure

Docker

Railway

Vercel

GitHub Actions

pg-boss

📚 Currently Learning

  • Designing Data-Intensive Applications
  • Distributed Systems
  • AI Engineering in Deep

📫 Let's Connect

Pinned Loading

  1. qindex-rag qindex-rag Public

    Q-Index: Ingest generates questions per chunk, embeds questions (not chunks), stores chunk as payload. Query matches question-to-question.

    Python 4

  2. structured-table structured-table Public

    A framework-agnostic, schema-driven approach to building complex tables. Write in STL (Structured Table Language), render any JavaScript environment.

    TypeScript 11 1

  3. sanity-plugin-stl-table sanity-plugin-stl-table Public

    Sanity Studio package for creating Advance table with Structured Table Language (STL).

    TypeScript 4 2

  4. regify regify Public

    Turn components into shareable registries - The Universal Component Registry CLI.

    TypeScript 2 1

  5. fysk fysk Public

    An advanced component library that contains in-built state management feature. Built on ShadCN eco-system.

    TypeScript 2

  6. email-sentry email-sentry Public

    An email utility to validate addresses, detect disposable domains, and normalize Gmail aliases for more secure user identification.

    TypeScript 2