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lsmman/README.md

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πŸ™‹β€β™‚οΈ About me

"싀행이 κ³§ κΆŒμœ„λ‹€" β€” In an era where vibe-coding democratized execution, what became scarce is architectural thinking. I'm an enterprise AI adoption coach who carries both engineering and coaching in one person.

  • πŸ€– Freelance AI Agent Engineer β€” designing & shipping production-grade agents (RAG pipelines, multi-agent workflows, MCP integrations) since May 2025
  • πŸŽ“ Instructor & Mentor β€” trained 1,000+ professionals across 40+ companies including Samsung & POSCO on LangChain/LangGraph, from concept to real-world deployment
  • πŸ—οΈ Previously AI Backend Developer @ MIDAS IT (2022–2025) β€” built the backend of a large-scale AI competency assessment platform for hiring, engineered to survive recruiting-season traffic spikes
  • 🌱 Open-source & community β€” former OpenStack committee member; running a production-level AI Agent study group
  • πŸŽ’ B.S. in Computer Software Engineering, Hanyang University Β· AWS SA Associate
  • 🧳 Off the keyboard: travel β€” enough to have once co-founded a travel-planning app (Retrip)

πŸš€ What I'm doing now

🏒 Enterprise AX Education Cohort mentoring & curriculum design β€” SK E&S, Nongshim DT, Lotte Global Logistics PBL hackathon, Kakao Pay and more Β· POSCO cohorts: 2 grand prizes & 1 excellence award
πŸ›  AI Agent Consulting Architecting agents for real business workflows β€” e.g. POSCO knowledge-management automation (RAG + LangGraph + MCP): repeated inquiries ↓80%, ops time ↓60%, handed over to a non-dev team
πŸ“š Content & Open Lab Building an open project hub, bilingual blog/newsletter, and a ChatGPT course for SNU undergraduates with Inflearn

πŸ›  Tech Stack

AI / Agents

LangGraph LangChain RAG MCP Claude OpenAI

Backend

Python FastAPI Java Spring Boot Redis Kafka MariaDB

Frontend & Infra

TypeScript React Next.js AWS Docker

πŸ“Œ Featured

Project What it is
ai-slide-pipeline Claude Code slide-deck pipeline β€” from outline to design-gated, validated PDF/PPTX
nudge Ralphathon entry β€” self-evolving AI persuasion strategies: 200 virtual personas Γ— AIDA funnel Γ— RALPH loop
Tech Blog Writing on AI agents, backend engineering, and enterprise AI adoption

πŸ“Š GitHub Stats

GitHub profile summary Repos per language Most commit language

πŸ“« Contact

Tech Blog LinkedIn Portfolio Gmail

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