Personal project · Since 2022
Raven
My own AI agent platform, built around the way I work. Its agents work on my computers and in my browser, with models from several providers.
- SvelteKit
- TypeScript
- Rust
- PostgreSQL
- Raspberry Pi
CH Chee
Full-stack engineer
I build software across the stack, from microcontroller firmware and back-end services to web apps and browser extensions. I deploy and run what I build.
My recent work applies LLMs to real tasks: agents that work on real computers, realtime voice agents in mixed reality, and business data that links back to its source files.
- Location
- Johor Bahru, Malaysia (GMT+8)
- Education
- National Central University, Taiwan. Communication Engineering. Studied Sep 2023 to Aug 2026, then took a leave of absence.
- [email protected]
- GitHub
- github.com/cch137 ↗
- Resume
- PDF, 1 page
Skills
- Languages
- TypeScript
- JavaScript
- Python
- C
- HTML
- CSS
- C++
- Rust
- Web
- Node.js
- Deno
- Svelte
- SvelteKit
- Tailwind CSS
- React
- Next.js
- Express.js
- Hono
- Databases
- PostgreSQL
- SQLite
- Redis
- MongoDB
- AI
- Multi-agent systems
- Realtime AI
- Vector RAG
- LangGraph
- DevOps
- Linux
- Git
- Cloudflare Tunnel
- GitHub Actions
- Docker
- Nginx
- systemd
- Hardware
- Raspberry Pi
- Arduino
- ESP8266
- HoloLens 2
Selected work
Personal project · 2026
Clew
A personal experiment that turns a company's files into data that people can check. Every price in its price list links to the file it came from.
- SvelteKit
- Rust
- Python
- PostgreSQL
- OCR
Undergraduate project · 2025–2026
Mind Reality
A mixed reality app for HoloLens 2. You say what you want, and LLM agents create the 3D object and place it in the room.
- HoloLens 2
- Unity
- LangGraph
- Three.js
- Realtime API
- TypeScript
- Python
- Node.js
- SQLite
Course project · 2024
IoT Watering
A watering system that reads soil moisture, runs a pump and reports to a live web page.
- Arduino
- ESP8266
- C++
- Node.js
- Next.js
- Raspberry Pi
Other projects
- 2025
Network Mapping
Computer Networks (CO3005)
A network topology explorer: a crawler, DNS lookups, a search engine and vector embeddings behind an interactive graph.
- Python
- Flask
- Next.js
- PostgreSQL
- Milvus
- 2024
Social Network Recommender
Data Structures (CO2012)
A Redis-like database in C with its own client library, and a tag-based recommender for posts and groups on top.
- C