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Amirth24/README.md

👋 Hi, I’m Amirthanathan — Building Applied AI & Data Infrastructure

GitHub followers
Top Language
Go
CrewAI
Gemini AI

I architect and deliver scalable AI pipelines, LLM‑driven workflows, and backend‑first systems that run reliably in production. No hype—only pragmatic infrastructure.


🎯 What I Care About

  • LLM & AI Workflows — large-scale pipelines, embedding stores, fine-tuning, structured data ↔️ NL bridges
  • Data Engineering & Observability — telemetry agents (MSSQL, PostgreSQL, MySQL, Mongo) → Fluentd/Redis → dashboards
  • Backend‑First Web — Django + Tailwind + HTMX UIs (no SPA bloat); clean REST APIs
  • Data & ML Tooling — Pandas, NumPy, Scikit‑Learn, Keras, TensorFlow, fully CI-tested
  • Clean Code — modular abstractions, versioned schemas, zero untested data code

🔧 My Core Stack

Category Tech & Frameworks
Languages Python • Go • JavaScript • SQL • Bash • (Rust ⚡)
Web & APIs Django • Django Tailwind • HTMX • Flask
AI / LLM CrewAI • Gemini AI
Data & ML Pandas • NumPy • Scikit‑Learn • Keras • TensorFlow
Databases PostgreSQL • MSSQL • MySQL • MongoDB
Infra Docker • Fluentd • Redis • GitHub Actions
Tooling Obsidian • VSCode/Neovim • TUI & CLI patterns

🧠 Development Philosophy

Architect for scale. Ship what matters. Test relentlessly.

  • Abstractions over boilerplate
  • Local-first dev & reproducible infra
  • No untested code — especially in data transformations
  • Iterate until intention is obvious

🌐 Connect

LinkedIn
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