Welcome to My Blog

This page will host random musings and updates. Below is a sample item to start things off.

Random Item

• I once coded an entire project using only coffee and sheer determination.

Articles

• Production Agentic System Design (architecture, observability, orchestrator)
• LLM Inference Optimization (batching, KV cache, quantization, serving)
• Agent Evaluation (offline suites, metrics, LLM judge, CI gates)
• Fine-Tuning LLMs
• Process Reward Models (PRM) (reasoning LLMs, ORM vs PRM, research landscape)
• Reasoning Models (short intro + link to PRM post)