Hi, I'm Huan 👋 — I'm from Henan, China.
I'm a first-year master's student in Electronic Information at Beijing University of Posts and Telecommunications (BUPT).
I'm currently working on LLM agent engineering, optical network AIOps, and MR digital twins.
| Domain | Tools (by usage frequency) |
|---|---|
| Agent Engineering |    |
| Optical Networks & XR |    |
| Frontend & Toolchain |     |
Building a closed loop of full-optical sensing → intelligent diagnosis → decision simulation → automatic self-healing for AIOps for Optical Networks:
- OptiWise — Interactive concept demo of optical-network AIOps: four scenarios (provincial backbone / metro OTN / ultra-long-haul / computing DCI), covering intelligent monitoring (OSNR · OPM spectra · degraded channels), fault drills (alarm compression → root-cause localization → one-click detour-based self-healing), 30-day health prediction, and an AI ops assistant.
- OpticalNetTwin — Quest 3 MR digital-twin sandbox for optical networks: Unity 6 + Meta XR passthrough, 50-node / 54-link holographic topology, and a six-act closed loop of "fault burst → impact localization → protection switching → recovery review".
- Quest3-MR-Assistant — Quest 3 MR visual ops assistant: passthrough camera + VLM to understand on-site equipment in real time, backed by a PC-side LLM service for ops Q&A.
An end-to-end workflow for bid documents: tender parsing → point-by-point response → machine checking → final export:
- bid-skills — A skill family for technical proposal writing: tender document in, compliant technical proposal .docx out; a scoring-point ledger runs through parsing → outlining → rewriting → checking → export, so no scoring point is ever silently missed.
- Bid-AgentMate — Intelligent proposal-writing platform: productizing bid-skills into an independent FastAPI + React application (in development).
- bid-analyzer — Standalone tender-analysis tool: extracts scoring criteria, qualification / technical / commercial requirements, and disqualification clauses, then generates a Word analysis report automatically.
"Agents belong in production."