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GeezerVison is showing github.com β€” SonAIengine - Overview

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@SonAIengine
SonAIengine
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Son Seong Jun SonAIengine

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AI Engineer | Search, LLM, DevOps
13 followers Β· 5 following
  • Seoul, Korea
  • https://infoedu.co.kr/
  • https://dev.to/sonaiengine

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Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: StarstruckAchievement: YOLOAchievement: Quickdraw

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SonAIengine/README.md
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Blog GitHub


Building and operating Rust-based commerce search engines, LLM Serving/RAG pipelines, and K8s infrastructure automation.

Documenting 252+ tech posts on SON BLOG.


About Me

πŸŽ“ Education Korea University Graduate School of SWΒ·AI (M.S. in AI, 2026~)
Hanyang University B.S. in Urban Engineering
πŸ“ Location Seoul, Korea
βœ‰οΈ Email [email protected] Β· [email protected]
πŸ“ Blog infoedu.co.kr β€” 252+ tech posts

Featured Projects

Project Description Stack
runway Universal K8s deployment platform β€” Helm + ArgoCD + Reusable GHA, expanding to MLOps Helm K8s ArgoCD
graph-tool-call Graph-based LLM tool retrieval β€” reduces token cost & improves accuracy Python Neo4j
ku-portal-mcp Korea University KUPID portal MCP Server β€” notices, LMS, timetable, scholarships Python MCP
devhub-social Multi-platform social client β€” Dev.to, Bluesky, Twitter/X, Reddit Python async
gwanjong-mcp AI social agent β€” automated dev community promotion (scout β†’ draft β†’ strike) Python MCP
mcp-pipeline Stateful Pipeline framework for MCP β€” stores/requires pattern TypeScript MCP
workstream-kb Email & Teams β†’ AI-generated daily work report automation Node.js Claude
ai-api-lint AI-friendly API linter β€” validates LLM tool-calling readiness Python OpenAPI

Blog Categories

Category Posts Topics
πŸ” Search Engine 90 Rust, OpenSearch, Qdrant, Semantic Search, Redis
πŸ€– AI / ML & LLM 58 GPU Serving, Embedding, Fine-tuning, RAG, XGEN
πŸ’» Full Stack 56 Python, NestJS, React, Next.js, PoC
🐳 DevOps / Infra 36 K8s, ArgoCD, Docker, CI/CD, K3s

Tech Stack

Languages
Python Rust TypeScript JavaScript Go

AI & Search
PyTorch OpenSearch Elasticsearch Qdrant

Backend & Frontend
FastAPI NestJS Next.js React

DevOps & Infra
Kubernetes Docker ArgoCD Jenkins Linux


GitHub Stats

GitHub Stats   Top Languages

GitHub Streak



Activity Graph

Recent Blog Posts

AIμ—κ²Œ λͺ¨λΈ κ°œλ°œμ„ λ§‘κΈ°κ³ , μ‹œμŠ€ν…œμ—λŠ” μ˜μ‹¬μ„ λ§‘κ²Όλ‹€: μ›ν‹°λ“œ AI 해컀톀 μΆœν’ˆκΈ°2026-09-27
μ‚¬λžŒμ΄ λ‹€μŒ μ‹€ν—˜μ„ κ³ λ₯΄μ§€ μ•Šμ•˜λ‹€: Agent 자율 λͺ¨λ“œλ‘œ ML 해컀톀에 μΆœμ „ν•œ 기둝2026-09-27
AIκ°€ 였λ₯˜ 없이 같은 말만 λ°˜λ³΅ν•  λ•Œ: λŒ€ν™” 정체 감지와 μž¬μƒ μΉ΄λ‚˜λ¦¬ λ§Œλ“€κΈ°2026-09-26
아이폰이 μž κ²¨λ„ AI μ½”λ”© μž‘μ—…μ€ κ³„μ†λœλ‹€: SSH μž¬μ ‘μ†κ³Ό 뢄리 μ‹€ν–‰ 섀계2026-09-12
graph-tool-call: LLM Agentλ₯Ό μœ„ν•œ κ·Έλž˜ν”„ 기반 도ꡬ 검색 μ—”μ§„2026-09-10

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  1. graph-tool-call graph-tool-call Public

    Graph-based tool retrieval for LLM agents β€” 248 tools β†’ 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.

    Python 18 3

  2. PlateerLab/synaptic-memory PlateerLab/synaptic-memory Public

    Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

    Python 33 1

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