工程师世家、赴美六年归国。把一条主线做成了思想、产品与经营:既能上台讲清「AI 时代的管理新法则」,也能下场把它做成产品、组织和业务结果。Born into an engineering family and shaped by six years in the U.S., I turn one throughline into thought leadership, products, and business execution: explaining new management rules for the AI era on stage, then building them into products, organizations, and measurable outcomes.
我关注的是组织如何产生高质量数据、AI 如何基于数据创造价值,以及管理者如何在新工具出现后重新设计流程、岗位和协作方式。游戏化学习、数字员工、FridayOS、经营型 HR,是同一套逻辑在不同场景里的落点。My work is not about talking about AI in the abstract. It is about putting AI back into real business operations: how organizations generate high-quality data, how AI creates value from it, and how managers redesign workflows, roles, and collaboration around new tools.
"通过数据看本质 — 用游戏化采集真实行为数据 — 用 AI 把人和组织『数字孪生』,替人创造价值。"“Use data to see the essence, use gamification to capture real behavior, and use AI to create digital twins of people and organizations that generate value.”
这条主线贯穿我的整个职业生涯:它先成为思想(主笔论文获国资委《企业管理》一等奖、2022 入选福布斯中国青年海归菁英),再成为产品(电竞式学习平台 Waffle 的数据飞轮),最终成为经营(作为千人智能网联汽车公司核心管理者,深度参与其分拆上市筹备、股权激励设计与跨国合资)。
原创面向整个管理层的框架:技术倒逼的「被迫变革论」、AI 时代管理三大核心矛盾、菱形组织、「原子级替代」、交互式采数据闭环。HR 与数字员工只是它最硬的证明场。Creator of management frameworks for the AI era, including forced transformation, three core management tensions, diamond-shaped organizations, atomic replacement, and interactive data loops.
主导电竞式学习平台 Waffle——国内唯一实现「千人级实时联网对战答题」的产品,采集真实知识与行为数据,反哺 AI 数字员工。多家客户凭其方案与数据报告获突破性奖项与晋升。Builder of a data flywheel through Waffle, a real-time multiplayer learning platform that captures knowledge and behavior data and feeds AI agents.
现任千人智能网联汽车公司人力资源总监(HRD+X)。用经营做 HR(人效与业绩双提升),并深度参与公司分拆上市筹备、股权激励方案设计、中日欧国际合资与三年战略规划。An HRD+X and core business leader in a 1,000+ person intelligent vehicle company, involved in IPO preparation, equity incentives, international joint ventures, and strategic planning.
创办国内首个游戏化官方组织 AGSC(创始理事长),连续操盘多届亚洲最大游戏化峰会 GCA(第六届线上突破 20 万人)。累计对外分享 100+ 场,覆盖 60+ 专业平台;三所知名高校硕士生行业导师。Founder of AGSC and long-time operator of GCA, one of Asia’s largest gamification conferences, with 100+ public talks and 60+ professional platforms reached.
真·千人实时联网对战,采集真实知识与行为数据Real-time multiplayer learning captures authentic knowledge and behavioral data.
菩提(学习)· 魔镜(荐人)· Jarvis(助理)用数据干活AI agents use data to handle learning, matching, and assistant workflows.
数据喂 AI、AI 复制人,替人创造价值Data feeds AI; AI creates digital twins that generate value on behalf of people.
对手要么只有工具(采不到真行为数据),要么只有 AI 概念(没有数据入口)——而我两端都握着。






从数据采集到智能决策——技术从不是被我们主动创造,而是每一个时代倒逼变革。我把这套「为什么变 / 变什么 / 怎么变」的管理通论,用人力资源做成了最硬的证明场,并已落地为可运行的 AI 数字员工与 FridayOS。From data capture to intelligent decision-making, each technological era forces management to evolve. I turn the “why, what, and how” of that transformation into frameworks, AI agents, and FridayOS.
DTDS 全球数字人才发展大会主题演讲整理Keynote recap on AI-enabled HR strategy in the generative AI era.
2022 青年海归菁英 Top100 年度人物专访Forbes China profile on bringing world-class gamification solutions to China.
2024 年度优秀论文(案例)一等奖 · 主笔First-prize paper on HR digital employee R&D and application.
人物职务 / 履历 / 代表作品 / 所获荣誉Public profile, career history, representative work, and honors.
《培训》杂志专栏 / ATD 中国峰会演讲Article and talk on reshaping corporate learning through gamification.
真·多人实时联网答题 · 行为数据驱动A real-time multiplayer learning platform powered by behavior data.
全球领先的 ICT 基础设施与智能终端企业
支付宝母公司,数字支付与金融科技领军者
全球顶尖的跨国制药企业
全球四大会计师事务所之一
全球四大会计师事务所之一
全球顶级高管寻聘与领导力咨询公司
中国主流合资汽车制造商
组织能力与人才发展咨询,《中国企业大学白皮书》发布者
实效型企业管理培训龙头,“中国管理教育第一股”
中国领先的企业数字化学习平台
上海起家的兰州牛肉面直营连锁,红杉/源码加持
红杉、顺为投资的虚拟空间活动平台
以及 益策教育、东软医疗、微吼(Vhall)、时代光华、前程无忧、晶雅人事、思芮、纬思文化、东软云科技 等企业;ATD、CSTD、HRoot、《培训》/《企业管理》杂志、中欧商业在线、WAIC 等平台;复旦、中山、西交利物浦 等高校。Also invited by corporate learning, HR, AI, media, and university platforms including ATD, CSTD, HRoot, WAIC, CEIBS Online, Fudan University, Sun Yat-sen University, and Xi’an Jiaotong-Liverpool University. 查看全部邀请方与演讲主题 →
千人智能网联汽车公司。用经营做 HR;深度参与分拆上市筹备、股权激励方案设计、东软 × 阿尔派中日欧合资前期推动、三年战略规划;将 AI(FridayOS)落地到尽调与供应链。HRD+X and core management member in a 1,000+ person intelligent vehicle company, applying AI to due diligence, supply chain work, strategy, equity incentives, and IPO preparation.
发起「数字生命 / 数字员工」专项,提出大模型共生体架构与「原子级替代」方法论,主笔成果论文获一等奖。所培养的核心成员后被字节、蚂蚁等头部互联网与军工企业高薪延揽。Founded and led an innovation lab for digital life and digital employees, proposing LLM symbiosis architecture and atomic replacement methods.
电竞式学习平台 Waffle——以「真多人实时联网」为壁垒的数据采集层,构建「游戏化采数据 → AI 用数据」的产品飞轮。Co-founder and product lead of Waffle, building a gamified data capture layer for AI-enabled learning and behavior analysis.
国内首个游戏化官方组织;连续操盘多届亚洲最大游戏化峰会 GCA(第六届 2026 线上直播突破 20 万人)。一个"草台班子"把一件事坚持做了七年,让中国的游戏化设计师有了自己的峰会、游戏化产品有了自己的舞台。Founder and former chair of AGSC, and long-time operator of GCA, a major Asian gamification conference.
从 0 到 1 组建上海分部;主导企业学习游戏化实践、数字化学习项目与剧本化面试创新。Built the Shanghai HR branch from scratch and led digital HR, employer branding, gamified learning, and scripted interview innovation.
校招入职约 9 个月即破格提拔为管理干部,刷新集团校招最快晋升纪录。Fast-tracked into management roughly nine months after joining through campus recruitment.
凯瑞商学院 · 市场营销硕士(2017)Johns Hopkins Carey Business School, M.S. in Marketing.
统计学 & 经济学双学士 · GPA 3.97(2016)University of Utah, B.S. in Statistics and Economics.
认证商务分析师(2019)Harvard Business School, Certified Business Analyst.
产业经济学 · 研修班结业(博士在读)Chinese Academy of Social Sciences, Industrial Economics doctoral-track study.