AI Agent Engineer (Forward-Deployed FDE · Agent Training) / AI Agent 工程师（前沿部署 FDE · 智能体训练）
Putting LLM capabilities into real business: 30+ enterprise agent deployments · multi-agent delivery pipelines · 5 years of full-stack engineering 把大模型能力落进企业真实业务：30+ 家企业智能体实施 · 多智能体交付流水线 · 5 年全栈工程兜底
Agent Engineering / Agent 工程化 · RAG · MCP & Tool Calling / MCP 与工具调用 · Prompt Engineering / Prompt 工程 · Eval & Regression / 评测与回归
- Enterprise agent deployment (FDE) — implementing the AWB / Accio Work agent platform for foreign-trade companies: discovery → Agent/Skill customization → one-click install → user training → validation; distilled a 3-tier delivery baseline for fast onboarding of new clients
- Agent training — behavior specs, long-term memory and data-compliance for production agents; reusable Skills including inquiry dashboards, CRM activation pipelines and failure-recovery SOPs
- Multi-agent engineering — project-level orchestration (parallel development + independent review) shipping client sites and dashboards; auditable and rollback-safe
- Full-stack fallback — 40+ projects over 5 years: React / Vue / TypeScript frontend, NestJS / FastAPI / Spring Boot backend, Tauri desktop, mini-programs and games
| Project | Summary |
|---|---|
| athena (personal tool, private) | One-click install & configuration platform for agent skills: Tauri desktop + SKILL packaging toolchain + docs site, CI on 3 platforms |
| B2B overseas trade site (client env) | Astro 7 + Node SSR, 4-locale i18n (incl. Arabic RTL), AI-triaged inquiry pipeline, full engineering baseline (RBAC / audit / Prometheus) |
| Ghost Huang Monorepo (private) | Personal multi-repo full stack: Vue3 frontend + React admin + NestJS (25 business modules) + FastAPI microservice; migrated Java→NestJS via a multi-agent pipeline |
Agent: Prompt engineering · Skill / MCP · tool calling · multi-agent orchestration · eval & regression · MiniMax (Mavis) / Accio Work / Coze / Claude Code / Codex
Frontend: React · Vue · TypeScript · Tauri · mini-programs · PixiJS · RxJS · ECharts
Backend: NestJS · Python / FastAPI · Spring Boot · Redis · PostgreSQL · Docker
- 企业智能体落地（FDE） — 面向外贸企业实施 AWB / Accio Work 智能体平台：业务调研 → Agent/Skill 定制 → 一键安装 → 客户培训 → 落地验证；沉淀三档交付基线，新客户按基线快速复制
- 智能体训练 — 为生产环境智能体制定行为规范、长期记忆与数据合规体系；沉淀询盘日报看板、CRM 客户激活链路、故障恢复 SOP 等可跨客户复用的 Skill
- 多智能体工程 — 项目级编排体系（并行开发 + 独立验收），客户站点、数据看板等交付物批量产出，过程可审计、可回滚
- 全栈兜底 — 近 5 年 40+ 项目：React / Vue / TypeScript 前端，NestJS / FastAPI / Spring Boot 后端，Tauri 桌面端，小程序与小游戏
| 项目 | 一句话 |
|---|---|
| athena（个人工具，私仓） | Agent 技能的一键安装与配置平台：Tauri 桌面端 + SKILL 打包工具链 + 文档站，三平台 CI |
| 外贸 B2B 出海独立站（客户环境） | Astro 7 + Node SSR，四语 i18n（含阿语 RTL），询盘 AI 分诊流水线，RBAC / 审计 / Prometheus 完整工程基线 |
| Ghost Huang Monorepo（私仓） | 个人多仓全栈：Vue3 前端 + React 管理后台 + NestJS（25 业务模块）+ FastAPI 微服务，用多智能体流水线完成 Java→NestJS 迁移 |
Agent：Prompt 工程 · Skill / MCP · 工具调用 · 多智能体编排 · 评测与回归 · MiniMax（Mavis）/ Accio Work / Coze / Claude Code / Codex
前端：React · Vue · TypeScript · Tauri · 小程序 · PixiJS · RxJS · ECharts
后端：NestJS · Python / FastAPI · Spring Boot · Redis · PostgreSQL · Docker
- Email: 845003566@qq.com · alluredayzko1@gmail.com
Make every agent deliver real business outcomes · 让每个智能体都交付真实业务结果
