Hi there, I'm Percival 👋(Lin18974@outlook.com)
I am a software engineer specializing in building autonomous AI agents, high-performance scalable systems, and cloud-native architectures. My core focus lies in creating secure execution environments, LLM-driven reasoning pipelines, and robust backend services.
- 🧠 AI Agents & LLMs: Architecting autonomous agent workflows, advanced RAG systems, and secure tool-calling pipelines powered by large language models.
- ⚡ High-Performance Backend: Building memory-safe, high-concurrency backend services and distributed systems using Go and Rust.
- 🌐 Full-Stack Engineering: Crafting interactive frontend applications and robust APIs utilizing TypeScript and Python.
- 🐳 Cloud-Native Infrastructure: Containerizing complex AI architectures and managing secure, isolated sandbox environments with Docker.
Languages 
AI & Machine Learning 
Infrastructure & DevOps 
-
💻 remote-codex: Remote Codex is a local-first developer CLI that allows you to remotely start, resume, and approve native Codex development tasks through a trusted Telegram session, supporting workspace management, file uploads, and macOS background services.
-
🤖 AI-Powered Knowledge & Agent System: A full-stack application driven by an LLM-Agent architecture. Built the high-concurrency backend with Go, interactive interfaces with TypeScript (Next.js), and integrated local LLM capabilities, fully containerized via Docker.
-
🚀 Distributed System Observability Platform: Engineered a full-stack monitoring tool utilizing Go and React to track real-time server metrics. Integrated automated alerting mechanisms and orchestrated the multi-service architecture using containerization.
- Focus Areas: Always open to discussing AI Agent design patterns, Rust/Go backend architecture, and secure LLM sandbox environments.
- Contact: Open an issue in my repositories or reach out via email!