Prasad Firame _
I'm a full-stack software engineer who enjoys building software from idea to production.
Interested in distributed systems, databases, AI infrastructure, and developer tools.
Problem solver, avid learner, and always curious about how things work.
write-ups
2026-08-16 — LLM Inference Deep Dive — KV Cache, Batching, Memory, Latency & Cost