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Alert886/README.md

Liu Houan — AI systems and product engineering

AI undergraduate · Product-minded builder · Reproducible systems

I turn ambitious ideas into runnable products—from LLM applications and 5G digital twins
to local-first developer tools with real installers, tests, and recovery paths.

Projects Open source

What I build

  • AI products that connect language models with real data, maps, workflows, and user constraints.
  • Intelligent systems with simulation, surrogate models, uncertainty-aware optimization, and closed-loop evaluation.
  • Developer tools that feel native, stay local-first, and remain easy to install, verify, and restore.

Featured projects

An end-to-end AI travel companion for weekend group trips: intent understanding, real POI and routes, budget-aware planning, live replanning, and an interactive companion.

Evidence: 314 pytest cases · GitHub Actions CI · user-supplied LLM and AMap keys · multi-platform launch scripts

Python FastAPI LLM Amap

A 5G digital-twin platform for closed-loop A3 parameter optimization, combining radio simulation, ONNX surrogate models, risk-aware search, and an interactive dashboard.

Evidence: reproducible experiment scripts · uncertainty-aware optimization · architecture contract · validation report

Python ONNX Vue 5G

A lightweight Codex usage meter and quick-control dock with responsive native-style UI, focus controls, local session accounting, and one-click installation.

Evidence: Windows and macOS installers · automated tests · release packages · one-click restore

JavaScript PowerShell Local first

Open-source work on cross-platform Codex theming through local CDP injection—custom backgrounds, saved themes, native controls, and safe restoration without modifying the official package.

Focus: Windows and macOS tooling · visual customization · local safety boundaries · contributor workflows

JavaScript Shell CSS

Toolkit

Python JavaScript FastAPI Flask Vue ONNX Pytest GitHub Actions Docker

Engineering principles

Make it runnable.  Measure the result.  Keep the boundary explicit.  Leave a recovery path.

Building in public, one validated system at a time.

Pinned Loading

  1. Codex-Native-Dock Codex-Native-Dock Public

    A fixed Codex-native usage meter and lower-right quick control dock with one-click Windows install.

    JavaScript 1