Working at the seam between research-grade models and production systems — from multi-agent pipelines to industrial computer vision deployed in the field.
在研究级模型和生产级系统的接缝上工作 —— 从多 Agent 流水线到部署到现场的工业计算机视觉。
I build end-to-end AI systems — models, orchestration, infrastructure, and the product surface on top. I work independently, running a freelance pipeline serving international and domestic clients.
我做端到端的 AI 系统 —— 模型、编排、基础设施,以及上面那层产品。独立工作,经营一条面向国内外客户的自由承接管线。
My practice spans multi-agent orchestration, retrieval-augmented generation, industrial computer vision, and generative-video production automation. I prefer work where the model has to survive contact with the real world — hardware, users, or both.
我的实践跨越多 Agent 编排、检索增强生成、工业计算机视觉,以及生成式视频的生产自动化。我偏好那种模型必须与真实世界接触的工作 —— 硬件、用户,或两者同时。
