About
Hi — I'm Pranav.
I'm an AI solutions architect. The work I care about is the unglamorous part — the middle layer where retrieval, memory, and tool use have to behave under production load. Most of what I've shipped failed quietly the first time. The patterns that finally worked are what I write about here.
These days I split time across three things. Atlas is the field guide I wish I'd had when I started — production patterns for RAG, memory, and agentic systems. Nexus is a local meta-AI that coordinates the other AI tools on my machine; v1 ships May 24, 2026. And I co-founded GrowthForge AI with Darshan, where we take on the longer engagements that don't fit into a 1:1 call.
I'm not interested in AI as a brand. I'm interested in the systems part — what breaks, what costs too much, what the model card doesn't tell you. If that's useful to you, subscribe to the field notes, or put a problem in front of me.