Human-AI Collaborative Visual Inspection (人机协作视觉审核)

Role: Solution lead — applied across smart retail and smart inspection scenarios.

Built a human-AI-collaborative visual inspection solution from scratch, tuning and deploying Vision-Language Model (VLM) pipelines. The service reaches 30M annual calls at 99% accuracy (±0.5%), in long-term partnership with top domestic partners.

从零到一研发基于人机协作的视觉审核解决方案,覆盖智能零售、智能巡检等多个领域,调优并落地 VLM 方案。年度服务调用次数达 3000 万次,准确率达 99%(±0.5% 波动),与国内 top 合作伙伴长期合作。