AI / Knowledge Platform
Designed and implemented RAG pipelines, MCP proxies, and AI agents with extreme cost/memory optimization.
Engineer who hardens the foundation from platforms to realtime servers
Ship new services fast while architecting a solid core and proving quality with data.
I have built realtime game servers, backend platforms, fintech trading systems, blockchain services, and AI RAG pipelines. I pick the right stack for each problem—C++/C#, Kotlin/Spring, TypeScript/NestJS, Python/FastAPI—without hesitating to learn new layers.
Large-scale traffic and high-stake services shaped my bar for stability. I operated products that handle 22 billion KRW AUM, delivered a patent-pending MCP proxy, and launched a 1Gi memory knowledge search service that users rely on.
I care about how teams grow together. Code reviews, documentation, and automated tests make quality shareable, and public talks or OSS work feed the community back.
Ship new services fast while architecting a solid core and proving quality with data.
Designed and implemented RAG pipelines, MCP proxies, and AI agents with extreme cost/memory optimization.
Led robo advisor, investment, and reward services as PL/IC, keeping mission-critical finance flows reliable.
Created C/C++ room servers, RPC frameworks, and reusable backends that supported launches of multiple games.
Operate AWS/GCP, Kubernetes, Terraform, Helm, and automation pipelines that enforce release quality.
Build Unity/Android SDKs and tooling like the MCP registry CLI to elevate developer experience.
Give talks (Google DevFest, Hackpair) and contribute to OSS to circulate ideas and lessons.
Core-first: architect the backbone, then scale features rapidly.
Observable delivery: prove quality with metrics, logs, and profilers.
Hands-on leadership: unblock teams by writing code as a PL/IC.
Knowledge sharing: keep reviews, docs, and talks active so the team levels up together.