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aryankinha/README.md

> whoami

const kinha: AISystemsEngineer = {
  name:     "Aryan Kinha",
  handle:   "aryankinha",
  title:    "AI Systems Engineer",

  positioning: `
    Building scalable backend, real-time systems, and AI-powered
    applications with full ownership from infrastructure to model
    integration.
  `,

  domains: [
    "Backend & API Architecture",
    "AI Agents & LLM Integration",
    "Real-Time Systems",
    "DevOps & Linux Infrastructure",
    "Machine Learning Systems",
  ],

  location:    "India 🇮🇳",
  philosophy:  "No black boxes. Understand everything from the ground up.",
  funFact:     "Runs Fedora 43 with SELinux enforcing mode. By choice.",
};

> tech stack --all

🔤 Core Programming

JavaScript TypeScript Python Bash


⚙️ Backend & Systems

Node.js Express Socket.IO REST APIs JWT Event-Driven


🗄️ Databases

MongoDB PostgreSQL Mongoose Prisma


🤖 AI / Machine Learning

LLM APIs AI Agents RAG Systems GitHub Copilot SDK Hugging Face Transformers Neural Networks RNNs scikit-learn NumPy Pandas


🎨 Frontend

React Next.js Tailwind CSS v4 Vite PWA


🐳 DevOps & Infrastructure

Docker Kubernetes Terraform AWS Linux Fedora 43 Cloudflare Tunnels systemd SELinux


🔧 Other Practical Skills

Web Scraping ffmpeg yt-dlp System Design Git Postman VS Code npm

> github stats



> currently loading

╔══════════════════════════════════════════════════════════════╗
║                     KINHA . LEARNING [ ]                     ║
╠══════════════════════════════════════════════════════════════╣
║  ▶  OAuth 2.0 + Refresh Token flows                  [WIP]  ║
║  ▶  PostgreSQL internals + Prisma ORM                [WIP]  ║
║  ▶  AI/ML from scratch — no shortcuts                [WIP]  ║
║  ▶  RAG pipelines & vector databases                 [WIP]  ║
║  ▶  Kubernetes orchestration                         [WIP]  ║
║  ▶  Terraform & AWS deployment                      [TODO]  ║
║  ▶  Networking & HTTP internals                     [TODO]  ║
╚══════════════════════════════════════════════════════════════╝

> dev environment

# ~/.kinha/env.yaml

identity:
  title: AI Systems Engineer
  stack: PERN | MERN | Next.js | AI/ML

primary_machine:
  os: Fedora 43
  role: Dev server · Docker host · backend workloads
  security: SELinux enforcing mode (deliberate)
  services: systemd · containerd · Docker

secondary_machine:
  os: macOS
  role: macOS-specific projects

editor:      VS Code
shell:       Bash / Zsh
philosophy: >
  If you don't understand it at the lowest level,
  you don't understand it.

> AI Systems Engineer. Full ownership. Ground up.

"Building scalable backend, real-time systems, and AI-powered applications — from infrastructure to model integration."


Found something useful? A star goes a long way.


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