Aravind Ravi

Staff Software Engineer · Independent Researcher

I design and study foundational system architectures for long-running AI applications: systems where correctness, continuity, and control matter more than raw model capability.

Research context

This work is developed within the context of Teknamin Labs, an independent research practice founded in 2015.

I am the author of HNIR: A Deterministic Intent Routing Control Plane for Distributed Conversational Systems.