I work at the intersection of CTF competition systems, AI security, AI-agent engineering, and full-stack product development.

From 2024 to 2025, my work centered on CTF challenge design, competition format design, AI/Web frontier challenge research, next-generation competition platform R&D, and security competition operations at CloverSec. In 2026, I moved into the CloverSec AI Security Lab, focusing on AI security research and applied AI systems.

My current direction is the organic combination of competitions, AI security, and full-stack engineering: using competitions as a way to expose real security problems, using AI agents to improve security workflows, and turning research ideas into systems that can be used by teams under real operational constraints.

Python, Swift, TypeScript, Go, Docker, React, Vite, Wails, SwiftUI, SQLite, macOS, Linux, Windows, Codex plugins, MCP, and agent workflows.

I am interested in AI security, CTF infrastructure, AI-agent systems for security work, full-stack security products, competition platform design, and research-to-engineering projects that can survive real event pressure.