Have you wasted cost on too many tokens and too many interactions? I did too. The fix wasn't a better model. It was a better architecture. Moving state outside the LLM & simplifying agent interactions cut costs by 82%. Read more here on how I did it.

Anannya Roy Chowdhury

From building scalable AI systems, RAG workflows, Agentic system patterns, MLOps, LLM architecture to production-ready ML apps, I work at the intersection of deep AI tech and real business impact.

• Education

  IIT Madras

• Pronouns

  She/her

• Work

  AWS

• Joined

  Mar 8, 2026