Building and operating Rust-based commerce search engines, LLM Serving/RAG pipelines, and K8s infrastructure automation.
Documenting 252+ tech posts on SON BLOG.
| ๐ Education | Korea University Graduate School of SWยทAI (M.S. in AI, 2026~) Hanyang University B.S. in Urban Engineering |
| ๐ Location | Seoul, Korea |
| โ๏ธ Email | sonsj97@plateer.com ยท sonsj97@gmail.com |
| ๐ Blog | infoedu.co.kr โ 252+ tech posts |
| Project | Description | Stack |
|---|---|---|
| runway | Universal K8s deployment platform โ Helm + ArgoCD + Reusable GHA, expanding to MLOps |    |
| graph-tool-call | Graph-based LLM tool retrieval โ reduces token cost & improves accuracy |   |
| ku-portal-mcp | Korea University KUPID portal MCP Server โ notices, LMS, timetable, scholarships |  |
| devhub-social | Multi-platform social client โ Dev.to, Bluesky, Twitter/X, Reddit |  |
| gwanjong-mcp | AI social agent โ automated dev community promotion (scout โ draft โ strike) | |
| mcp-pipeline | Stateful Pipeline framework for MCP โ stores/requires pattern |  |
| workstream-kb | Email & Teams โ AI-generated daily work report automation |   |
| ai-api-lint | AI-friendly API linter โ validates LLM tool-calling readiness |  |
| Category | Posts | Topics | |
|---|---|---|---|
| ๐ | Search Engine | 90 | Rust, OpenSearch, Qdrant, Semantic Search, Redis |
| ๐ค | AI / ML & LLM | 58 | GPU Serving, Embedding, Fine-tuning, RAG, XGEN |
| ๐ป | Full Stack | 56 | Python, NestJS, React, Next.js, PoC |
| ๐ณ | DevOps / Infra | 36 | K8s, ArgoCD, Docker, CI/CD, K3s |
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