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BACKGROUND & EXPERIENCE

Curriculum vitae学术履历.

Education, research, experience, awards, and academic service.教育、研究、经历、奖项与学术服务。

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RESEARCH INTERESTS研究兴趣

Learning, decision-making, and coordination in intelligent systems智能系统中的学习、决策与协调

Learning, decision-making, and coordination in intelligent systems, with a growing focus on multi-agent and autonomous systems.围绕智能系统中的学习、决策与协调展开研究，并逐步聚焦多智能体与自主系统。

Current topics当前主题

EDUCATION教育经历

Education教育经历

USC

2026.08–present

University of Southern California南加州大学

PhD · Transportation Systems Engineering在读博士 · 交通系统工程

PKU

2023–2026

Peking University北京大学

M.Sc. · Urban Planning / Smart City & Big Data城市规划硕士 · 智慧城市与大数据

BJTU

2019–2023

Beijing Jiaotong University北京交通大学

B.Sc. · Traffic Engineering; minor in Finance交通工程学士 · 辅修金融学

PROFESSIONAL EXPERIENCE工作与实践经历

Experience工作与实践经历

Agentic AI Engineer · InternAgentic AI Engineer（实习）

rednote (Xiaohongshu) · Data Analytics · Shanghai, China · On-site小红书（rednote）· 数据分析部 · 中国上海 · 现场办公

May - Aug. 20262026.05 - 2026.08

  • Domain knowledge infrastructure: Built a domain-specific data analytics knowledge base to support knowledge-grounded agent workflows.
  • Agent architecture and development: Developed agent frameworks and data-analysis workflows that connect knowledge resources with domain capabilities.
  • Validation and Skill operations: Validated end-to-end agent behavior and analytical outputs; designed, evaluated, monitored, and operated reusable domain Skills.
  • 领域知识基础设施：构建面向数据分析场景的领域知识库，为知识驱动的 Agent 工作流提供支撑。
  • Agent 架构与工程实现：搭建 Agent 框架与数据分析工作流，将知识资源和领域能力融入系统。
  • 验证与 Skill 运营：开展端到端 Agent 行为与分析结果验证，并负责领域 Skill 的设计、评价、监控与运营。

Co-founder联合创始人

Qianmo Zhilian (Shenzhen) Technology Co., Ltd.阡陌智联（深圳）科技有限公司

Dec. 2024 - Present2024.12 - 至今

  • AskNearby: Co-founded and led development of an LLM-powered community information platform combining RAG and spatio-temporal data.
  • Recognition: The project received a Gold Award at the Nanshan District Innovation & Entrepreneurship Competition and Third Prize at the Baidu ERNIE Cup.
  • 方元问问：联合创立并主导开发融合 RAG 与时空数据的 LLM 智能社区信息平台。
  • 项目成果：项目获南山区创新创业大赛金奖与百度文心杯 AI 创业大赛三等奖。

Research Assistant研究助理

Duke Kunshan University · Internship · Suzhou, China · Remote杜克昆山大学 · 实习 · 中国苏州 · 远程办公

Jan. 2025 - Jun. 20262025.01 - 2026.06

  • Research leadership: Led independent research on spatio-temporal data mining, traffic forecasting, and behavioral modeling.
  • Research output: First-authored work published at IEEE GLOBECOM; Event-CausNet submitted to KDD 2027.
  • 研究工作：主导时空数据挖掘、交通预测与行为建模相关研究。
  • 研究成果：一作成果发表于 IEEE GLOBECOM；Event-CausNet 已投稿至 KDD 2027。

Graduate Research Assistant研究生研究助理

Peking University · Full-time · Beijing, China · On-site北京大学 · 全职 · 中国北京 · 现场办公

Sep. 2023 - Jun. 20262023.09 - 2026.06

Management Intern管理实习生

China Academy of Railway Sciences · Haidian, Beijing, China · On-site中国铁道科学研究院 · 中国北京海淀区 · 现场办公

Sep. 2022 - Nov. 20222022.09 - 2022.11

LLM Algorithm R&D大语言模型算法研发

China Academy of Land Surveying and Planning · Collaborative project国土勘测规划院 · 合作项目

Apr. 2025 - Jan. 20262025.04 - 2026.01

  • Knowledge and reporting agents: Led the RAG retrieval module for a policy knowledge base and developed an LLM-agent reporting workflow.
  • Workflow impact: The reporting workflow reduced initial-draft preparation time by more than 90%.
  • 知识库与报告 Agent：主导政策知识库 RAG 检索模块，搭建 LLM Agent 报告生成工作流。
  • 工作流影响：将报告初稿编制时间缩短 90% 以上。

ACADEMIC COMMUNITY

Academic service学术服务

Journal reviewing期刊审稿

  • IEEE Transactions on Dependable and Secure Computing (TDSC)
  • IEEE Transactions on Big Data (TBD)
  • IEEE Transactions on Industrial Informatics (TII)

Conference reviewing会议审稿

  • ACM MSWiM
  • IEEE GLOBECOM
  • Transportation Research Board (TRB)

RECOGNITION & CONTRIBUTION奖项与学术服务

Honors & awards荣誉与奖项

Scholarships & honors奖学金与荣誉

  • Annenberg Fellowship, University of Southern California, 2026USC Annenberg Fellowship，2026
  • Baosteel Outstanding Student Award (500 recipients annually nationwide across undergraduate, master's, and doctoral students), 2022宝钢奖学金（全国本科、硕士、博士学生每年共 500 名），2022
  • National Scholarship (highest undergraduate honor in China, top 1%), 2020国家奖学金（中国本科生最高荣誉，前 1%），2020
  • Beijing Public Transport Talent Scholarship (top 3%), 2021北京公交人才奖学金（前 3%），2021
  • First-class Academic Scholarship (top 3%), 2020一等学业奖学金（前 3%），2020
  • Zhijin Scholarship (top 3%), 2022智瑾奖学金（前 3%），2022
  • Beijing Outstanding Graduate, 2023北京市优秀毕业生，2023
  • First-class Student Service Scholarship (top 3%), 2022一等社会工作奖学金（前 3%），2022
  • Volunteer Star, National Indoor Stadium, Beijing 2022 Winter Olympics北京 2022 冬奥会国家体育馆志愿之星
  • Top Ten Volunteers, Beijing Jiaotong University (ranked 1st), 2022北京交通大学十佳志愿者（第一名），2022

Competition awards竞赛奖项

  • First Prize, National University Traffic Science & Technology Competition, 2022全国交通科技大赛一等奖，2022
  • Second Prize, China MathorCup Mathematical Modeling Competition, 2022全国 MathorCup 数学建模竞赛二等奖，2022
  • Third Prize, China College Mathematics Competition, 2020全国大学生数学竞赛三等奖，2020
  • Third Prize, Baidu ERNIE Cup AI Entrepreneurship Competition, 2024百度文心杯 AI 创业大赛三等奖，2024
  • Gold Award & Linghang Special Award, Shenzhen Nanshan District Innovation & Entrepreneurship Competition, 2024深圳市南山区创新创业大赛金奖、领航特别奖，2024
  • Third Prize, Beijing "Internet+" College Students Innovation and Entrepreneurship Competition, 2022北京市互联网+大学生创新创业大赛三等奖，2022
  • Third Prize, Beijing Innovation, Entrepreneurship and Creativity Competition, 2022北京市创新创业创意大赛三等奖，2022
  • First Prize, Beijing Jiaotong University "Challenge Cup" Innovation and Entrepreneurship Competition, 2022北京交通大学挑战杯创新创业大赛一等奖，2022

GLOBAL ENGAGEMENT

Learning across cultures跨文化学习与国际交流

2022–2023

New Youth Global Competence Development Program新青年全球胜任力人才培养计划

China Education Association for International Exchange (CEAIE) and partner organizations中国教育国际交流协会及合作单位

Participated in a program focused on international perspectives, global competence, and intercultural communication.参与以国际视野、全球胜任力与跨文化沟通为主题的人才培养计划。

COMMUNITY校园与社会服务

Leadership & service校园与社会服务

President, Student Union校学生会执行主席

Jun. 2021 - Jun. 20232021.06 - 2023.06

Beijing Jiaotong University — Led university-wide student affairs and brand events reaching 80,000+ participants.北京交通大学 —— 统筹全校学生活动，协调 15+ 院系学生组织，主导品牌活动覆盖 80,000+ 人次。

Volunteer, Beijing 2022 Winter Olympics北京 2022 冬奥会志愿者

Jan. 2022 - Apr. 20222022.01 - 2022.04

National Indoor Stadium — Personnel management and venue operations; named Outstanding Volunteer.国家体育馆 —— 负责人员调度与场馆运营，获北京冬奥会优秀志愿者称号。