benjamin@ocean — ~
❯ whoami
Haiyang Chen / Benjamin
陈海洋 / Benjamin
❯ cat bio.txt
Tencent Cloud · Senior Product Marketing Manager, Big Data
腾讯云 · 大数据高级产品市场经理
Full Marathon PB 3:23:20 / Half Marathon PB 1:36:13
全马 PB 3:23:20 / 半马 PB 1:36:13
29 AI agent skills / 26.5K+ ClawHub downloads
29 个 AI agent skill / ClawHub 下载 26.5K+
Running / Cycling / Badminton / Hiking
跑步 / 骑车 / 羽毛球 / 徒步
❯ cat doing.txt
Data+AI Product Marketing
Data+AI 产品市场
Using AI tools to turn ideas into products
用 AI 工具把想法变成产品
Writing on Substack: The Boundary Layer
写 Substack：The Boundary Layer
❯ open main --contact
→ entering main site...
❯
↑ or click anywhere to continue
$ cat contact.txt
陈海洋

Haiyang Chen
Benjamin / Beijing / bridging China & Europe

陈海洋
Benjamin / 北京 / 连接中欧

Tencent Cloud · Senior Product Marketing Manager, Big Data. 16 years in cloud, big data, and AI enterprise products. Data+AI Strategic Narrative & Product Marketing; peer reviewer, Minds and Machines (Springer Nature). Full marathon PB 3:23:20, half marathon PB 1:36:13.

腾讯云 · 大数据高级产品市场经理。16 年云计算、大数据与 AI 企业产品经验。 Data+AI 战略叙事与产品营销；《Minds and Machines》（Springer Nature）审稿人。 全马 PB 3:23:20，半马 PB 1:36:13。

LinkedIn X
微信 微信
$ cat about.txt

Languages: Mandarin (native), English (full professional), German in progress.

语言：中文母语，英文流利，德语学习中。

Not a programmer, but uses AI tools to turn ideas into products.

不是程序员，但会用 AI 工具把想法变成产品。

15+ countries visited. Greece is a favorite. Nepal trek was unforgettable.

去过 15+ 国家，希腊很不错，尼泊尔徒步那段最难忘。

Books read/in progress: The Brothers Karamazov (9/10), Chinese Political History (8/10), The Robot Rebellion, The Righteous Mind.

读过/在读的书：《卡拉马佐夫兄弟》9 分，《中国历代政治得失》8 分，《机器人叛乱》《正义之心》（The Righteous Mind）。

$ cat work.log

16 years in marketing — Didi, Alibaba Cloud, Tencent Cloud. Not great at faking optimism. Very good at making complex things clear.

16 年市场营销——滴滴、阿里云、腾讯云。不擅长假装乐观，擅长把复杂的东西讲清楚。

From Alibaba Cloud to Tencent Cloud, I led brand strategy, product narrative, technical content, and analyst relations for big-data and AI product lines — billion-user scale, lakehouse + cloud-native, and the digital transformation of major banks and brokerages are all scenarios I've actually shaped narratives for. I believe the same outcome can be cheaper, and the same information can be clearer.

从阿里云到腾讯云，我负责大数据与人工智能产品线的品牌策略、产品故事、技术内容与分析师关系——十亿级用户规模、lakehouse + cloud-native、大型银行与券商的数字化转型，都是我真正做过的叙事场景。我相信，同样的效果可以更便宜，同样的信息可以更清晰。

2024.2–
Tencent Cloud · Senior Product Marketing Manager, Big Data
腾讯云 · 大数据高级产品市场经理
Tencent Cloud · Beijing
腾讯云 · 北京
Led the "Agent-Ready" platform narrative and the "AI Native Data Platform + Four-Quadrant Intelligence" framework, unifying 20+ products across summits, press releases, and overseas channels.
主导「Agent-Ready 智能大数据平台」品牌叙事与「AI Native 数据平台 + 四象智能」框架，统一 20+ 产品在峰会、发布稿与海外渠道中的表达。
Built AI agent content workflows on a 50K+ word knowledge base: cycle cut from 5–7 days to 2–3 days, 3–5× reach lift; 29 reusable skills with 26.5K+ ClawHub downloads. Operates a 110+ issue Data+AI industry intelligence brief.
基于 5 万+ 字产品知识库搭建 AI Agent 内容工作流：周期从 5–7 天压缩到 2–3 天，触达提升 3–5×；29 个可复用 skill，ClawHub 下载 26.5K+。持续运营 110+ 期 Data+AI 行业情报日报。
Led B2B product marketing across launches, flagship cases, analyst relations, and industry standards. Led the Tencent Cloud × Elastic AI Search Developer Conference with 300+ onsite attendees and 15,000 online viewers, owning the joint narrative, agenda design, and overall execution; produced 100+ content pieces annually.
负责产品发布、标杆案例、分析师关系与行业标准共建等 B2B 产品市场工作。主导腾讯云 × Elastic AI 搜索开发者大会，现场 300+ 人，线上观看 15,000 人，负责联合叙事、议程设计与整体执行；年产出 100+ 篇内容。
2020–23
Alibaba Cloud · Product Operations Expert, Data & AI
阿里云 · 产品运营专家（Data+AI）
Alibaba Cloud · Beijing
阿里云 · 北京
GTM for MaxCompute, Hologres, DataWorks, PAI & more — 150% paid-user growth.
MaxCompute、Hologres、DataWorks、PAI 等产品 GTM——付费用户增长 150%。
10+ summits (Apsara Conference, Bund Summit): 1,000+ qualified leads at 20%+ conversion.
10+ 场峰会（云栖峰会、外滩大会）：1000+ 有效线索，转化率 20%+。
2015–18
Didi Chuxing · Senior Brand Manager
滴滴出行 · 高级品牌经理
Didi · Beijing
滴滴 · 北京
Rebuilt Didi Luxury as an independent premium brand ("Your Luxury Moment" campaign).
礼橙专车高端品牌重塑，「您的专属时刻」品牌战役。
Co-led Didi Test Drive 0→1: 1M orders in month one; co-marketing with Toyota, Mercedes-Benz, Tesla.
滴滴试驾从 0 到 1：首月 100 万订单；与丰田、奔驰、特斯拉联合营销。
2014–15
OPPO · Brand Director, India
OPPO · 印度市场品牌总监
OPPO · New Delhi
OPPO · 新德里
Led a 10-person team on localized brand strategy; grew Facebook to 600K followers via cricket title sponsorship & Bigg Boss.
带领 10 人团队做本地化品牌策略；板球锦标赛冠名 + Bigg Boss 赞助，Facebook 涨到 60 万粉丝。
$ cat research.txt
AI as a High-Bandwidth Unreliable Source: Why It Is Neither Tool Nor Agent
AI 作为高带宽不可靠来源：为什么它既不是工具，也不是智能体
PREPRINT · PHILARCHIVE · 2026

A conceptual paper proposing HBUS — High-Bandwidth Unreliable Source — as a category for generative AI between the inherited frames of tool and agent, with implications for knowledge, responsibility, and the division of labour.

预印版论文，提出 HBUS（High-Bandwidth Unreliable Source）概念，讨论生成式 AI 的知识可靠性、责任归属与组织分工。

Read the preprint / 阅读预印版 ↗
$ cat education.log
2006–10
Shanghai Jiao Tong University · BBA, Marketing
上海交通大学 · 工商管理学学士（市场营销）
SJTU · Shanghai
上海交大 · 上海
$ cat hobbies.log
🏃 跑步 / Running 🚴 骑车 / Cycling 🏸 羽毛球 / Badminton 🥾 徒步 / Hiking

Full Marathon PB 3:23:20 · Half Marathon PB 1:36:13. Cycling, badminton, hiking on rotation.

全马 PB 3:23:20 · 半马 PB 1:36:13。骑车、羽毛球、徒步穿插。

$ ls ip/
📮

Substack · The Boundary Layer

Weekly updates on Data+AI industry narrative & personal growth observations.
benjhchen.substack.com →

每周更新，Data+AI 行业叙事 + 个人成长观察。
benjhchen.substack.com →

$ ls projects/

Not a programmer, but AI tools make this possible.

不是程序员，但 AI 工具让这件事变得可能。

👟
Find Your Running Shoes
3-step questionnaire, AI-matched shoes, reasons generated by Tencent's Hunyuan model.
3步问卷，AI匹配最合适的跑鞋。
Mini Program
🔥
Go Burn
Sports score, OCR screenshot, 4-axis "burn score" poster.
运动评分，生成四维「燃力值」海报。
Mini Program