SooH User

I’m a Full-Stack AI Engineer focused on building and shipping AI-powered products end-to-end, using Next.js, TypeScript, and modern LLM stacks. I develop RAG pipelines, autonomous agents, and real-time AI interfaces with a bias toward rapid iteration and practical deployment.

In my independent projects and open-source work, I own the full product lifecycle—from idea to production—making architectural calls on LLM selection, database schema, auth strategy, and deployment model. I’ve learned to choose “boring infrastructure over clever abstractions,” shipping reliability features like rate limiting, input validation, error boundaries, and robust debugging for real-world issues like redirect loops, SDK breaking changes, and RAG retrieval drift under load. I’m especially drawn to early-stage teams building AI-native products and developer tools, where I can handle frontend, backend, and AI integration without handoffs.