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QiuweiLiu/README.md

Qiuwei Liu

MSc Student · AI Systems / ML Engineering

GPU Scheduling · Agent Workflows · Computer Vision

Building reproducible AI systems across GPU scheduling, agent workflows and computer vision.

Python PyTorch Linux CUDA FastAPI Git

Interested in AI Infrastructure · Agent Engineering · GPU / Inference · Developer Tools. Open to remote AI/ML internships and technical collaborations.

Portfolio · Email

Featured Projects

Project What I built
Forecast-Aware GPU Scheduler Future-workflow prediction for online GPU scheduling: node-level event simulation, memory and model-cache constraints, scheduling baselines, and reproducible benchmarks.
Research Agent OS An installable core for long-running AI-assisted research: persistent project state, separate execution and review roles, experiment gates, and context handoffs.
Real-Time Video Analytics YOLO + ByteTrack → counting / ROI / dwell events → FastAPI dashboard, with MP4 and basic RTSP support. The repository documents 46 passing tests.
Solar Filament Segmentation PyTorch research on low-contrast solar filament instances: tiled U-Net, auxiliary heads, frozen splits, and auditable experiment records.

More: ChatGPT Web Bridge — developer tooling with an attach-only CDP bridge, skill / MCP integration, and explicit execution boundaries. YOLO Optimization Portfolio — dataset audit, FP/FN diagnosis, and controlled evaluation.

Education

South China University of Technology — Master's student in Mechanical Engineering, 2025–present; B.Eng. in Vehicle Engineering.

简介

华南理工大学机械工程硕士研究生,关注 AI 系统与机器学习工程,主要开展 GPU 调度、Agent 工作流与计算机视觉项目。重视可复现的研究和完整的工程实现,寻求远程 AI/ML 实习与技术合作。

Pinned Loading

  1. scheduler scheduler Public

    Forecast-aware GPU scheduling research with trace-driven simulation and reproducible benchmarks.

    Python

  2. chatgpt-web-bridge chatgpt-web-bridge Public

    An attach-only ChatGPT Web CDP bridge for bounded research delegation through skills and MCP.

    Python

  3. research-agent-os research-agent-os Public

    A workflow core for long-running AI-assisted research, project continuity, independent review and reproducibility.

    Python

  4. solar-filament-segmentation-2026 solar-filament-segmentation-2026 Public

    PyTorch solar filament instance segmentation research with tiled U-Net models, auxiliary heads and frozen evaluation splits.

    Python

  5. real-time-video-analytics real-time-video-analytics Public

    YOLO and ByteTrack video analytics with counting, ROI and dwell events, a FastAPI dashboard and CPU core-test CI.

    Python

  6. YOLOportfolio YOLOportfolio Public

    Reproducible YOLO optimization with dataset audits, FP/FN analysis and controlled evaluation.

    Python