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陈柯宇

你好,我是陈柯宇Hi, I'm Keyu Chen

北京大学硕士 · AI BuilderM.Fin at Peking University · AI Builder

📍 中国深圳📍 Shenzhen, China cky1148589861@163.com 13508989696 看机会中Open to work
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关于我About

Education & BackgroundEducation & Background

本科四川大学数学系专业第一保送至北京大学汇丰商学院金融硕士,先后在阿里巴巴千问、智谱、华为、弘毅投资等完成多段实习,积累了 AI 产品策划、经营分析与投资研究的复合经验。

工作之余,我独立开发并上线了多个 AI 驱动的产品项目,覆盖求职工具、资讯聚合、公众号知识库与投资顾问等方向。我相信最好的学习方式是动手造东西。

Ranked #1 in my major at Sichuan University (Mathematics), admitted directly to Peking University HSBC Business School for a Master's in Finance. Completed internships at Alibaba Qwen, Zhipu AI, Huawei Hubble, and Hony Capital — building experience across AI product management, business analysis, and investment research.

Outside of work, I independently built and shipped multiple AI-powered products covering job search, news aggregation, knowledge management, and investment advisory. I believe the best way to learn is to build.

北京大学Peking University

汇丰商学院 · 金融硕士(保送免试)· 2024-2027HSBC Business School · M.Fin (Direct Admission) · 2024-2027
GPA 3.6/4.0 · 综合排名前 10% 荣誉:北京大学三好学生、优秀学生志愿者GPA 3.6/4.0 · Top 10% Honors: PKU Merit Student, Outstanding Volunteer

四川大学Sichuan University

数学学院 · 数学与应用数学(经济学双学士)· 2020-2024School of Math · B.S. Mathematics (Dual Degree in Economics) · 2020-2024
GPA 3.8/4.0 · 专业排名 1/41 荣誉:国家奖学金、优秀毕业生、数学竞赛二等奖、互联网+银奖 课程:计量经济学(98) · 博弈论(98) · 数理统计(96) · 数据科学(93)GPA 3.8/4.0 · Ranked 1/41 Honors: National Scholarship, Outstanding Graduate, CUMCM 2nd Prize Courses: Econometrics(98) · Game Theory(98) · Math Stats(96) · Data Science(93)

实习经历Experience

覆盖 AI 产品、股权投资与经营分析AI Products, Equity Investment & Business Analysis

阿里巴巴Alibaba · Qwen

千问事业部Qwen BU
AI 产品经理实习生 · 2026.04 - 至今AI Product Manager · Apr 2026 — Present
  • 夸克 AI 商业化笔记:负责夸克首个 AI 商业化项目,设计并落地自动化内容生产工作流;基于搜索词意图分析和素材优化实现内容与用户需求的精准匹配,驱动前卡 CTR 从不足 3% 提升至 7.5%+,商品点击率从接近 0% 提升到平均 5.8%,验证了 AI 生产内容在夸克商业化场景的可行性
  • 千问搜索 GEO 笔记供给:主导千问 GEO 商业笔记体系搭建,为头部品牌定制千问搜索场景下的笔记接入方案,定义 AI 生产流程与质量评测标准,实现 AI 自动化生产内容被千问成功召回,完成商业化闭环(品牌需求→AI 生产→千问分发)
  • Agent 平台构建:主导千问事业群 Agent 营销平台的产品规划与架构设计,定义 Agent 编排链路(任务拆解→工具调用→结果反馈),构建 Skill 体系与领域知识库;将前两个项目中验证的 AI 能力抽象为平台化、可编排的 Agent 能力
  • Quark Commercial Notes: Led Quark's first AI commercial project, building an automated content production workflow. Achieved front-card CTR from <3% to 7.5%+, product click-through rate from ~0% to 5.8% avg
  • Qwen GEO Note Supply: Built the Qwen GEO commercial note system for top brands, defined AI production pipeline and evaluation criteria, completing the commercial closed loop
  • Agent Platform: Led 0-to-1 product planning of an ad marketing Agent platform, building Agent pipelines, Skill system and domain knowledge base

智谱Zhipu AI

大模型第一股Leading LLM Co.
AI 产品经理实习生 · 2025.09 - 2025.12AI Product Manager · Sep — Dec 2025
  • 产品策划:主导智能财务报告生成 Agent 产品从 0 到 1 全流程策划。围绕客户业务痛点梳理需求,拆解产品核心流程(数据提取、报表解析、模型生成、报告输出等),输出完整 PRD 文档;作为团队主导,协调设计、开发及算法团队,推动产品从需求到原型到交付落地的完整闭环
  • 模型效果优化:主导报告产品 Prompt 体系搭建,针对报告生成过程中标题混淆、数据表述冗余等问题,联合算法团队通过 Prompt 调优与 GLM-4.5 模型微调提升报告生成质量,使数据准确率提升至近 100%,逻辑结构评分提升超 50%
  • 评测体系搭建:搭建报告生成模型的量化评测框架,构建 100+ 财务报告样本评测集,实现评测自动化落地
  • Product Planning: Led 0-to-1 planning of an intelligent financial report generation Agent. Delivered complete PRD, coordinated design/engineering/algorithm teams through full delivery lifecycle
  • Model Optimization: Led Prompt system design and GLM-4.5 fine-tuning, achieving ~100% data accuracy and 50%+ improvement in logical structure scoring
  • Evaluation Framework: Built quantitative evaluation framework with 100+ financial report test samples, automated the evaluation pipeline

华为Huawei

哈勃投资Hubble Investment
经营分析实习生 · 2025.07 - 2025.09Business Analyst Intern · Jul — Sep 2025
  • 经营分析:聚焦 AI 软件及半导体赛道,负责被投企业的投后运营跟踪与价值分析,重点分析了业绩增长、成本结构和行业发展趋势等,建立对应可比模型,形成详细研究报告;挖掘产业链与华为协同机会,形成产品布局与技术投资建议
  • 战略规划:围绕车载 AI 技术发展趋势,完成体系化研究,分析 20+ 国内外整车厂对于 AI 在座舱和智驾等场景的技术发展路径和商业模式差异;为车 BU(引望)输出合作建议
  • Business Analysis: Focused on AI software and semiconductor verticals, tracking post-investment operations and value analysis. Built comparable financial models and identified synergy opportunities with Huawei's business
  • Strategic Planning: Analyzed 20+ OEM tech matrices for AI in smart cockpit and autonomous driving, delivering partnership recommendations for the car BU (Yinwang)

弘毅投资Hony Capital

字节D轮资方ByteDance Investor 管理规模1200亿元AUM ¥120B
AI 投资分析实习生 · 2025.04 - 2025.06AI Investment Analyst Intern · Apr — Jun 2025
  • 公司层面:深度参与 AI to B 赛道企业研究分析。拆解易控智驾(7687.HK)的技术架构与规模化部署能力,评估其技术壁垒,完成投资决策建议报告,公司已成功于 7 月港股上市;针对某 AI+电力企业的智算电协同方案,测算 AI 赋能带来的运营效率提升
  • 行业层面:聚焦 AI 驱动的企业效率提升赛道,系统研究行业发展趋势、AI 技术路径(Agent、模型等)及驱动因素,梳理竞争格局与商业模式差异
  • Company-Level: Deconstructed EZ Drive (7687.HK) tech architecture, produced investment thesis report — company successfully listed on HKEX in July; analyzed AI+power enterprise efficiency gains
  • Industry-Level: Systematically studied AI-driven enterprise efficiency vertical, benchmarked competitive landscape and business model differentiation

WONDERLAB

益生菌市占率全球第一Global #1 Probiotics
战略商分实习生 · 2024.12 - 2025.03Strategic Business Analyst · Dec 2024 — Mar 2025
  • 市场需求 & 业务研究:为平衡公司各渠道收入,研究竞对及同类公司在拼多多起盘逻辑,帮助公司确认下一步各渠道布局规划;根据公司未来战略目标要求,完成公司目标人群及消费力测算,搭建公司未来收入预测模型
  • 出海战略规划:与数据中台合作搭建海外市场业务数据看板并输出 PRD 文档,建立海外业务数据监测体系;研究各国市场益生菌及成人营养补充剂进入机会,锚定北美、东南亚等市场,并与产品、品牌运营等部门合作,提供渠道推广方案,已完成公司内汇报,落地进入研发及渠道布局阶段
  • Market & Business Research: Analyzed competitor channel strategies on Pinduoduo, built revenue forecasting model based on target demographics and purchasing power
  • Overseas Strategy: Built overseas market data dashboards with data team, delivered PRD; researched probiotics market entry opportunities across NA and SEA, providing channel promotion plans now in R&D and deployment

精选项目Featured Projects

独立开发的 AI 驱动产品和工具AI-powered products and tools I've independently built and shipped.

Career-Search

Career-Search

AI 全链路求职助手。自研多源爬虫聚合 1000+ 实时岗位;基于 DeepSeek API 构建 LLM 语义匹配引擎,对「JD × 简历」自动打分排序;实现 8 个 AI Skill(面试模拟、简历优化、Offer 对比等)。

End-to-end AI job-search assistant. Multi-source crawlers aggregating 1,000+ live postings; LLM semantic matching engine for auto-scoring JDs against resumes; 8 AI Skills.

Next.jsTypeScriptDeepSeek APICloudflare Workers
AI-Search
100+

AI-Search

AI 资讯聚合平台。自研 RSS/HTML 双模爬虫覆盖 25+ 高质量信息源,设计去重算法与 LLM 分类打标 pipeline;纯 SSG + GitHub Actions 全流程自动化,零服务器、零运维成本。

AI news aggregation platform. Dual-mode RSS/HTML crawlers covering 25+ sources; deduplication algorithms and LLM classification pipeline; pure SSG + GitHub Actions — zero ops cost.

Next.jsTypeScriptGitHub ActionsLLM Classification
WeChat Digest
70+

WeChat Digest Skill

微信公众号 AI 知识管理工具。基于 Claude Code 技能架构,实现公众号文章自动采集、多模型摘要生成与离线 HTML 工作台;Serverless 后端架构,支持一键安装为 Claude 可调用技能。

AI-powered WeChat article knowledge management tool. Built on Claude Code's skill architecture with multi-model summary generation and offline HTML workbench; one-click installation.

PythonClaude Code SkillOpenAI APIDeepSeek
WealthPilot

WealthPilot

AI 投资顾问 Agent。设计多轮对话式交互架构,通过 Prompt Chain 串联持仓解析 → 风险评估 → 收益归因 → 资产配置四步推理流程;可视化组合分析仪表盘与实时图表渲染。

AI investment advisory Agent. Multi-turn conversational architecture with Prompt Chain linking portfolio parsing → risk assessment → return attribution → asset allocation.

ReactTypeScriptViteLLM Prompt Chain

竞赛与交换Activities

学术竞赛与海外交换中的实践经历Competitions & international exchange

「高教社杯」全国大学生数学建模竞赛 · 二等奖CUMCM National Math Modeling · 2nd Prize

队长 · 2022.09Team Leader · Sep 2022

负责论文书写和构建解题思路,提出利用 Spearman 相关性分析、随机森林、SVM、K-Means 聚类等方法,建立数学模型对古代玻璃文物分类和鉴别问题进行求解。

Led paper writing and problem-solving strategy. Proposed methods including Spearman correlation, Random Forest, SVM, and K-Means clustering to classify and identify ancient glass artifacts.

牛津交换项目 · 全额奖学金Oxford Exchange · Full Scholarship

学术交换 · 2025.12 - 2026.02 · 英国牛津Academic Exchange · Dec 2025 — Feb 2026 · Oxford, UK

海外学术交换项目,深度参与多场国际学术会议和交流活动,并自主规划前往 10 余个欧洲国家深度体验当地文化。

Participated in international academic conferences and independently traveled to 10+ European countries.

生活与爱好Life & Hobbies

工作之外Beyond work

Swiss Alps
瑞士阿尔卑斯山Swiss Alps
在因特拉肯的雪山与湖泊之间,感受自然的纯粹力量。瑞士的冬天安静而辽阔,适合一个人思考。Between the snowy peaks and lakes of Interlaken, feeling the raw power of nature. Swiss winter — quiet, vast, perfect for solitary reflection.
Northern Lights
挪威极光Northern Lights, Norway
特罗姆瑟的北极光,零下二十度的旷野里等了三个小时,极光爆发的那一刻觉得一切都值得。Waited three hours in -20°C wilderness outside Tromsø. When the aurora erupted, every frozen minute was worth it.
Norwegian Village
北极圈小镇Arctic Village
北极圈内的红色木屋小镇,雪地里的圣诞树亮着暖光。世界尽头也有人间烟火。A red wooden village inside the Arctic Circle, Christmas tree glowing warm in the snow. Even at the edge of the world, there's warmth.
Norwegian Fjord
挪威峡湾Norwegian Fjord
峡湾出海,挪威国旗在冷风中猎猎作响。远处的雪山连绵,海水深蓝而平静。Sailing through the fjords, the Norwegian flag whipping in cold wind. Snow-capped mountains stretching endlessly, the sea deep blue and still.

爱好Hobbies

健身爱好者(每周四到五练,坚持两年以上)、独自旅行 10+ 国、羽毛球、钢琴、游泳、摄影、攀岩。

Fitness enthusiast (4–5x/week, 2+ years), solo traveler across 10+ countries, badminton, piano, swimming, photography, rock climbing.

积极负责乐观主动学习快速热爱生活 Positive & ResponsibleOptimistic & ProactiveQuick LearnerLove for Life

组织 & 实践Leadership & Volunteering

深港经济金融协会会长(北大深研院十佳社团)—— 主导筹办 20+ 场院级精品活动(场均 150+ 人次),公众号关注人数突破 11000+(深研院社团类第一名)。

President of the Shenzhen-HK Economics & Finance Association (Top 10 Club at PKU Shenzhen) — organized 20+ flagship events (avg 150+ attendees), grew WeChat following to 11,000+ (#1 among all clubs).

  • 「世界大学生运动会」志愿者World University Games — Volunteer世界级赛事World-class
  • 全国「挑战杯」竞赛决赛志愿者National "Challenge Cup" Finals — Volunteer国家级赛事National-level

取得联系Get in Touch

欢迎通过邮件或 LinkedIn 与我取得联系。期待与你交流新的机会与合作。Feel free to reach out via email or connect with me on LinkedIn. I'm always open to discussing new opportunities and collaborations.