Retail × AI
12 years in retail digitalization × AI-Native Builder
Six dimensions where retail meets intelligence.
Unified multi-modal LLM orchestration, Agentic RAG at scale, multi-tenant compliance frameworks.
AI 基建Multi-task coordination + long-term memory + proactive reflection. Shipped L'Oréal China's first compliant 2C AI agent.
Agent 设计ERP, SaaS back-offices, IoT hardware — smart shelves, digital windows, fitting mirrors. 500K+ stores covered.
零售产品Full-cycle from prospecting to proposal to delivery. 80%+ win rate on proposals.
商业化Growth strategy + store operations upgrade. JOMOO project: +17% average revenue per store.
数字化咨询Custom toolchains, OpenClaw power user ($2K+ invested), 20M+ tokens monthly consumption.
Coding 提效Not a timeline. A constellation of chapters.
Started at 16, never left retail or product. Twelve years of building what stores need before they know they need it.
少年入行，12年没离开过零售和产品From sensors to AI digital humans — equipping offline retail with online-grade intelligent touchpoints.
从传感器到 AI 数字人，让门店拥有智能触点L'Oréal, Sephora, CR Vanguard, Li-Ning, Anta, HUGO BOSS. 23 industry awards across 300+ brand engagements.
欧莱雅/丝芙兰/华润/李宁/安踏/HUGO BOSS20M+ tokens burned monthly. 2+ hours daily tracking the frontier. Not watching from the sidelines.
AI 不是 PPT，是日用品5 shipped side projects: customer service trainer, social media console, signal tracking platform, and more.
自己造轮子，也造发动机Things I built because I needed them to exist.
Multi-source opinion tracking system. Monitors sentiment across platforms, surfaces signals before they become noise.
OpenClaw skill for AI-driven development. From natural language spec to deployed code, with review gates and version management.
Social media management control center. Unified dashboard for multi-platform content operations and publishing.
Customer service script assistant. AI-powered training system for front-line retail staff to master conversation playbooks.
Standalone agent team deployment client. Self-hosted multi-agent orchestration with workspace isolation — no dependency on any agent framework.
Selected highlights from the trophy shelf.