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The Future Depends On What You Do Today
:octocat:
The Future Depends On What You Do Today

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swarnava-dutta/README.md

Hi 👋🏼
I'm Swarnava

⚡ Senior Generative AI Engineer
Building agentic AI that works in production


🧠 What I Do

I build AI systems that replace real work, not demos.

  • Agentic AI systems over enterprise data
  • RAG pipelines built for production scale
  • AI copilots teams actually rely on
  • End-to-end systems from model → API → deployment

⚙️ GenAI Stack

  • LangChain • LangGraph • LlamaIndex
  • RAG • Agentic AI • MCP workflows
  • LoRA / PEFT fine-tuning
  • Prompt engineering (multi-step, tool-driven)

☁️ AI Infrastructure

  • Azure OpenAI • AI Foundry • Copilot Studio
  • Azure AI Search • vector + hybrid retrieval
  • AKS deployments • scalable pipelines

⚡ LLMOps

  • Redis • Kafka • Airflow
  • CI/CD • monitoring • evaluation pipelines
  • LangSmith • RAG evaluation

⚡ Full Stack

  • Node.js • Next.js • FastAPI

📊 Data Layer

  • PySpark • Databricks • Azure Data Factory
  • Delta Lake • data modeling
  • Hybrid + semantic search

🧩 How I Think

  • If it breaks in prod, it was never good
  • If it doesn’t scale, it’s a prototype
  • If users don’t rely on it, it’s noise

🚀 Let’s Build

If you're building something serious and need AI to deliver:

  • Less experimentation
  • More execution
  • Systems that stick

📩 Reach Out


⚡ Building AI systems that do the work, not just talk about it

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