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subhranshu-dev/README.md

Animated introduction


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AI ML Computer Vision GenAI Backend SpaceTech 

$ whoami
> Subhranshu Nanda — AI/ML Developer & Computer Vision Enthusiast

$ mission --current
> Building intelligent systems that solve real-world problems.
> Exploring Computer Vision, LLMs, RAG, GenAI and AI agents.

$ status --current
> 🚀 Building scalable APIs & intelligent applications
> 👁️ Exploring Computer Vision & real-time AI
> 🛰️ Exploring AI + SpaceTech
> ⚡ Always learning. Always building. Always shipping

`PERCEPTION` → `INTELLIGENCE` → `REASONING` → `ACTION`

🧬 AI SYSTEM BLUEPRINT

### 👁️
PERCEPTION
Computer Vision
Object Detection
Image Processing		 ### 🗃️
DATA
Datasets
Annotation
Knowledge		 ### 🧠
INTELLIGENCE
ML
DL
LLMs
GenAI		 ### 🔗
REASONING
RAG
MCP
AI Agents
Decision Systems		 ### ⚡
ACTION
APIs
Automation
Deployment
Real-Time Systems

`PERCEPTION` → `DATA` → `INTELLIGENCE` → `REASONING` → `ACTION`

📚 CURRENT LEARNING

🤖 MODERN AI

  • Large Language Models — LLMs
  • Generative AI
  • Prompt Engineering
  • AI Agents
  • Retrieval-Augmented Generation — RAG
  • Embeddings
  • Semantic Search
  • Model Integration

🔌 AI INFRASTRUCTURE

  • Model Context Protocol — MCP
  • AI APIs
  • Knowledge Systems
  • Vector Search
  • Agentic Workflows
  • AI + Backend Integration
  • Production AI Systems

### 💻 CORE `DSA (Java)` · `Python` · `C` · `FastAPI` · `System Design`

👁️ VISION

Computer Vision · Transformers · Object Detection · Real-Time Vision

☁️ PRODUCTION

MLOps · Cloud · GPU Training · Model Deployment

🚀 FEATURED PROJECTS

🛰️ AgriSat

AI-Powered Precision Agriculture Intelligence

Satellite + AI platform designed for intelligent agricultural monitoring.

Capabilities

  • 🛰️ Sentinel-2 satellite intelligence
  • 🌱 NDVI crop-health monitoring
  • 🧠 AI crop & disease intelligence
  • ⛅ Hyper-local weather intelligence
  • 📈 Smart agricultural insights
  • 🌍 Multilingual farming experience

React Vite FastAPI Python TensorFlow
Sentinel-2 Leaflet PostgreSQL PWA


View AgriSat

🛰️ OmniSense AI

Intelligent Space & Surveillance Platform

Real-time AI intelligence platform combining computer vision with celestial and geospatial intelligence.

Capabilities

  • 👁️ Real-time computer vision
  • 🎯 Object detection
  • 🌌 Celestial tracking
  • 🛰️ Space intelligence
  • ⚠️ Threat analytics
  • 🌍 Interactive geospatial visualization

React TypeScript Vite
TensorFlow.js YOLO WebSocket
Framer Motion Canvas TailwindCSS


View OmniSense AI

🤖 Ritron AI

Intelligent AI System

AI-focused system exploring intelligent processing, automation, backend integration and practical AI workflows.

Focus

  • 🧠 Intelligent processing
  • ⚙️ Automation
  • 🔗 Backend integration
  • ⚡ Real-time AI workflows
  • 🧩 Modular AI systems

Python AI Systems Automation Backend


View Ritron AI

🛸 AeroLink

Vision-Based Autonomous Drone Landing

Computer-vision system for precision drone landing using visual markers, pose estimation and robotics simulation.

Capabilities

  • 👁️ Real-time ArUco detection
  • 📐 6-DOF pose estimation
  • 📍 UAV position tracking
  • ⚖️ Precision alignment
  • 🤖 ROS integration
  • 🎮 Gazebo simulation

Python OpenCV ArUco
ROS Noetic Gazebo Computer Vision


View AeroLink

💻 TECHNOLOGY MATRIX

🧠 AI / ML / DATA

Python NumPy Pandas Scikit Learn TensorFlow PyTorch Jupyter

✨ LLM / GENAI

LLMs RAG Generative AI MCP AI Agents Embeddings Semantic Search

👁️ COMPUTER VISION

OpenCV YOLO MediaPipe Blender



Detection · Tracking · Pose Estimation · Image Processing

🏷️ DATA & ANNOTATION

Label Studio CVAT



Dataset Preparation · Annotation · Segmentation

⚙️ BACKEND & APIs

FastAPI Flask Node.js Express.js REST APIs OpenAPI

🎨 FRONTEND

React Tailwind CSS Vite



Responsive UI · API Integration · Modern Web Apps

🗄️ DATABASE

MySQL MongoDB PostgreSQL

🚀 DEPLOYMENT & DEVOPS

Docker NGINX Vercel Render Railway

🧪 TESTING & TOOLS

Postman Jest Anaconda

🔧 VERSION CONTROL

Git GitHub GitLab

🎬 CREATIVE & DESIGN

Photoshop Lightroom After Effects Premiere Pro Canva

👁️ COMPUTER VISION & DATA LAB

🎯 PERCEPTION

`IMAGE`
↓
`DETECTION`
↓
`TRACKING`
↓
`POSE`

🧠 INTELLIGENCE

`DATA`
↓
`MODEL`
↓
`INFERENCE`
↓
`DECISION`

⚡ DEPLOYMENT

`API`
↓
`REAL-TIME`
↓
`MONITOR`
↓
`ACTION`

📡 GITHUB TELEMETRY

GitHub Contribution Streak GitHub Contribution Activity

GitHub Followers GitHub Stars Last Commit
Galaga Contribution Arcade

3D GitHub Contribution Universe

Live programming quote

🤝 OPEN TO BUILD

🧠 AI / ML

Collaborative
AI projects

👁️ COMPUTER VISION

Real-time
vision systems

🛰️ SPACETECH

Intelligent
frontier systems

Let's Build Something

🌐 CONNECT

GitHub LinkedIn Kaggle Hugging Face X Email



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Building intelligent systems for the real world.

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  1. AgriSat AgriSat Public

    AI-powered precision agriculture platform leveraging satellite imagery, crop health analytics, disease detection, weather intelligence, and smart farming insights.

    JavaScript 1

  2. LunaVis-App LunaVis-App Public

    Interactive astronomy dashboard for visualizing moon phases, lunar illumination, celestial events, and real-time lunar data through immersive visualizations.

    Python 1

  3. AeroLink--Vision-Based-Drone-Landing-System AeroLink--Vision-Based-Drone-Landing-System Public

    Autonomous drone landing system using Computer Vision, ArUco Marker Detection, Pose Estimation, Position Control, ROS Noetic, and Gazebo Simulation.

    Python 3

  4. MockForgeAI MockForgeAI Public

    AI-powered interview preparation platform featuring mock interviews, resume-based question generation, performance analytics, confidence assessment, and personalized feedback.

    TypeScript

  5. OmniSense_AI OmniSense_AI Public

    AI-powered surveillance and space intelligence platform combining real-time computer vision, celestial tracking, threat analytics, and interactive geospatial visualization.

    TypeScript

  6. StoryNebula StoryNebula Public

    AI-powered storytelling platform that generates immersive stories, characters, worlds, and interactive narratives using generative AI.

    Python