<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Byeong Hoon Yoon</title><description>Data Scientist &amp; AI Engineer delivering industrial LLM/AI agents, reinforcement learning control, computer vision inspection, and production-grade MLOps for POSCO Smart Help Center and steel manufacturing.</description><link>https://bhyoon.me/</link><item><title>Building Local LLM Agents on Edge Servers</title><link>https://bhyoon.me/blog/local-llm-edge-server/</link><guid isPermaLink="true">https://bhyoon.me/blog/local-llm-edge-server/</guid><description>How to run a useful LLM agent entirely on-premise, so plant data never leaves the building.</description><pubDate>Thu, 20 Feb 2025 00:00:00 GMT</pubDate><category>Local LLM</category><category>llm</category><category>rag</category><category>agents</category><category>edge</category></item><item><title>Why Manufacturing AI Is Different from General AI</title><link>https://bhyoon.me/blog/industrial-ai-intro/</link><guid isPermaLink="true">https://bhyoon.me/blog/industrial-ai-intro/</guid><description>Industrial AI lives under constraints general ML rarely faces — on-prem hardware, scarce labels, and 24/7 reliability. Here&apos;s what changes.</description><pubDate>Wed, 15 Jan 2025 00:00:00 GMT</pubDate><category>Industrial AI</category><category>manufacturing</category><category>mlops</category><category>strategy</category></item></channel></rss>