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AyaanShaheer/README.md

Hi, I'm Ayaan Shaheer 👋


👨‍💻 About Me

  • 🧠 MLOps & GenAI Platform Engineer (production-first)
  • ☸️ Kubernetes-native systems on AWS & Azure
  • 🔁 End-to-end ML pipelines (data → training → deploy → monitor)
  • 🤖 LLM systems: RAG, Agentic AI, multi-agent architectures
  • 📊 Obsessed with observability, reliability & cost
  • 🐧 Linux-first engineer

I don't build demos. I build systems that survive production.


🚀 Flagship AI Systems

🔹 Zero-Cost Local RAG Platform

  • Llama-3 (Ollama) + ChromaDB + FastAPI
  • Kubernetes-deployed microservices
  • Sub-second semantic retrieval
  • Prometheus + Grafana observability
  • No paid LLM APIs

🔹 Autonomous Enterprise Decision Intelligence

  • Multi-agent system (Planner, Researcher, Analyst, Decision-Maker)
  • AKS-based cloud deployment
  • PostgreSQL + FAISS
  • Deterministic scoring + explainability

🛠️ Tech Stack (Production-Grade)

Languages & Frameworks

AI / ML

MLOps & DevOps

Cloud & Infra


🤝 Connect With Me



##📊 Github Status GitHub Streak


🐍 Contribution Snake

Snake Animation


"Anyone can build a model. Very few can build a system."

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