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Manindra-babu/README.md
Manindra Babu - Profile Greeting



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Profile Views   Role   Focus


GitHub Streak Stats



⚡ Tech Stack & Core Competencies

Python PyTorch LangGraph ChromaDB TypeScript C++
React Node.js Express.js dbt MongoDB Docker
Git GitHub Vercel



GitHub Contribution Snake Animation



🚀 Featured Projects & Systems

🤖 Research-Agent

Autonomous Multi-Agent Research System built with LangGraph, Groq API, DuckDuckGo Search, ChromaDB vector storage, and interactive Streamlit UI.

Python LangGraph Groq ChromaDB

💻 Repository

🧠 Knowledge-Base-RAG (DocuMind)

Intelligent RAG web application that lets you chat with your private documents using Llama 3 & vector embeddings in real time.

React Llama 3 Groq Node.js

🌐 Live Demo  |  💻 Repository

⚡ MiniGpt (GPT-2 From Scratch)

Custom GPT-2 (124M) built from scratch in PyTorch — Multi-Head Attention, Transformer Blocks, SSE streaming & OpenAI-compatible REST API.

PyTorch Flask Docker

🤗 HuggingFace Space  |  💻 Repository

👁️ llm-vision-lab / RAG-Vision

Interactive web platform and visual RAG system designed to explore attention mechanisms, vision embeddings, and multi-modal QA.

TypeScript React Vision LLM

💻 Repository  |  👁️ RAG-Vision

📊 Realtime_analytics

Enterprise-grade real-time retail analytics platform featuring Medallion Architecture (Bronze/Silver/Gold), dbt Core models, & Great Expectations data quality.

TypeScript dbt Core Medallion

💻 Repository

🇮🇳 BIS-Sahayak

Intelligent AI assistant platform engineered to simplify standards compliance, document intelligence, and citizen workflows.

TypeScript React AI Assistant

💻 Repository

🎯 Decision-IQ

AI-driven decision intelligence platform designed for structured decision analysis, scenario evaluation, and insight generation.

React JavaScript Vercel

🌐 Live Demo  |  💻 Repository

🌸 Floras-AI

Interactive AI platform designed for intuitive user interaction and intelligent, automated multi-step workflows.

React JavaScript Vercel

🌐 Live Demo  |  💻 Repository



LinkedIn    Email    GitHub

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  1. MiniGpt MiniGpt Public

    Custom GPT-2 (124M) built from scratch in PyTorch — Multi-Head Attention, Transformer Blocks, SSE token streaming, and an OpenAI-compatible REST API.

    Python 1

  2. Amantra Amantra Public

    Progressive Web App (PWA) for managing and tracking financial bonds and agreements with real-time Firestore sync and transparent change-request workflows.

    HTML

  3. Knowledge-Base-RAG Knowledge-Base-RAG Public

    Full-stack RAG web app to chat with private documents (PDF, DOCX, TXT) with precise source citations, powered by Groq LLaMA 3.3, ChromaDB, and Express.

    JavaScript

  4. llm-vision-lab llm-vision-lab Public

    Interactive visual playground and explainer exploring the inner workings, attention mechanisms, and architectures of Large Language Models.

    TypeScript

  5. AI-Content-Extraction AI-Content-Extraction Public

    Production-grade AI extraction platform that parses unstructured academic documents into structured curriculum trees and question banks using multi-stage OCR and LLMs.

    Python