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Achievement: YOLO

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Achievement: YOLO

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chiranjeevi7777/README.md

garage entrance


Welcome to the AI Garage


about me

Hey, I'm Chiranjeevi 👋

I'm an AI Engineer who builds production systems, not proofs of concept.

My work spans applied machine learning, retrieval-augmented generation (RAG), agentic AI systems, and full-stack product development. I specialize in taking research concepts (GraphRAG, multi-agent systems, computer vision) and shipping them as real products with measurable impact.

Every project is built with versioning, observability, and production readiness in mind. No shortcuts.

Current Focus:

  • 🤖 Agentic AI systems with autonomous reasoning & tool orchestration
  • 🧠 GraphRAG & hybrid semantic search for enterprise knowledge systems
  • 👁️ Computer vision for healthcare diagnostics and accessibility
  • 🔌 MCP-based tool composition & agent orchestration
  • 🚀 FastAPI + React full-stack AI applications
  • 📈 Algorithm optimization & system design

Philosophy: Ship small. Ship often. Instrument everything.

 
┌──────────────────────┐
│  SYSTEM STATUS       │
├──────────────────────┤
│  ROLE    AI Engineer │
│  LEVEL   Senior      │
│  MODE    Shipping    │
│  STACK   Python/TS   │
│  STATUS  Operational │
│  COFFEE  ∞ infinity  │
└──────────────────────┘

Connect:

GitHub LinkedIn Email LeetCode

tool wall

tech stack

🐍 Languages

Python TypeScript JavaScript SQL

🤖 AI & ML

LangChain ChromaDB Bedrock Claude

⚡ Backend

FastAPI Node.js PostgreSQL PydanticAI

🎨 Frontend

React TypeScript TailwindCSS

👁️ Computer Vision

PyTorch TensorFlow OpenCV YOLO

⚙️ Infrastructure

Docker AWS Git

research lab

This is the back room — the bench with the soldering iron still warm. Nothing here ships yet. These are the experiments that might become the next thing on the workbench.

Focus Area What it's testing Status
Agentic AI Multi-step reasoning with autonomous tool selection 🟢 Production
GraphRAG Knowledge-graph-augmented retrieval for enterprise QA 🟢 Production
Hybrid Search Dense + sparse retrieval fusion for precision-critical search 🟢 Production
Knowledge Graphs Entity-relation extraction at document scale 🟡 Active
Multi-Agent Systems Collaborative problem-solving & reasoning 🟡 Active
MCP Tool orchestration via Model Context Protocol 🟡 Active
Voice AI Low-latency speech interfaces for agents 🟠 Exploratory
Multimodal AI Vision + language grounding for diagnostic tools 🟡 Active

project showcase

Four things that came off this bench and actually shipped. Each one is a physical object now — version number stamped on the side, status light on, progress logged.


factory dashboard

telemetry panel

GitHub Stats Top Languages
GitHub Streak
Activity Graph
Contribution snake animation

📊 GitHub Trophy Case

GitHub Trophies

🎯 Current Focus

status: building
current_project: GitQuest Game
research_track: GraphRAG + Hybrid Search
leetcode_streak: 🔥 Active
coffee_consumed_today: ∞
mood: shipping

shipping dock

shipping dock illustration

Build Status Last shipped
ScholarGuard-AI 🟢 Live in production This week
KnowledgeVault-AI 🟡 Active build, staging deployed This week
CareerOS 🟡 Active development Last month
GitQuest 🟢 Live Last month
CardioVision-AI 🟠 Research phase, internal demo This month

achievement wall

GitHub Stats - Achievements

factory conveyor

 ░░ idea ░░──▶──░░ prototype ░░──▶──░░ build ░░──▶──░░ test ░░──▶──░░ ship ░░──▶──░░ iterate ░░
        └──────────────────────────── continuous delivery loop ◀───────────────────────────┘

Nothing sits on this belt for long. Every project keeps moving — that's the whole point of the garage.


coffee corner

coffee corner illustration

Quote


garage closing

The lights dim. The door rolls back down. Tomorrow there's another build on the bench.


Thanks for stopping by the garage.

GitHub LinkedIn Portfolio LeetCode


Profile visitors counter



SERIAL NO. 0001 — BUILT BY HAND — POWERED BY COFFEE AND CURIOSITY

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  1. ScholarGuard-AI ScholarGuard-AI Public

    Retrieval-Augmented Academic Integrity Platform featuring multi-source plagiarism detection, semantic retrieval, AI writing pattern analysis, originality enhancement, and explainable AI reports.

    Python 1

  2. KnowledgeVault-AI KnowledgeVault-AI Public

    Intelligent enterprise knowledge platform that ingests Box content, transcribes audio/video with Whisper, indexes documents using ChromaDB and local embeddings, and answers questions with Amazon Be…

    TypeScript

  3. Enterprise-Knowledge-Intelligence Enterprise-Knowledge-Intelligence Public

    AI-powered Retrieval-Augmented Generation platform for enterprise ERP knowledge discovery, semantic acronym resolution, intelligent search, and conversational assistance.

    Python

  4. BookSense-ML BookSense-ML Public

    Machine Learning recommendation system that suggests books using TF-IDF, cosine similarity, metadata filtering, and an intuitive Streamlit web application.

    Jupyter Notebook

  5. RAG-QA-Platform RAG-QA-Platform Public

    Intelligent document question-answering assistant built with LangChain, semantic retrieval, vector databases, and large language models.

    Python

  6. CardioVision-AI CardioVision-AI Public

    An AI-powered diagnostic system to classify Congenital Heart Diseases (CHD) from chest X-ray images using InceptionV3-classical ensemble stacking.

    Python