About

About

I’m a Principal Security Automation Engineer based in Raleigh, NC. I build security automation and self-hosted LLM systems — chatbots, web apps and the inference behind them — that have cut incident response times by 80%+ and replaced recurring manual analyst workflows with auditable LLM pipelines.

This blog is where I write up the engineering problems I find interesting: distributed LLM serving, RAG at scale, failover across inference hosts, fine-tuning rerankers on domain data, and the kind of debugging stories that don’t fit in a commit message.

Background

  • MS in Computer Science (Cybersecurity), NC State — 2025
  • B.Tech in Computer Science, IIT Kharagpur

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