About me关于我
I am a graduate student in Computer Technology (Class of 2024) at the University of Chinese Academy of Sciences, working at the intersection of Quantitative Trading, AI Agent, and Web3. I build LLM-powered trading systems and on-chain analysis tools, with hands-on experience in crypto market surveillance at Bybit and quantitative strategy development at Zhejiang University. My tech stack spans Python, Solidity, and full-stack development, with 50+ open-source repositories on GitHub.
我是中国科学院大学计算机技术专业(2024级)硕士研究生, 研究方向聚焦于量化交易、AI Agent 和 Web3 的交叉领域。 我构建基于大模型的交易系统和链上分析工具,曾在 Bybit 从事加密货币市场监察,在浙江大学开展量化策略研究。 技术栈涵盖 Python、Solidity 和全栈开发,GitHub 上维护 50+ 开源仓库。
I am a core member of the Open Source Software Association (OpenCAS) / Blockchain Association at the Chinese Academy of Sciences and the Blockchain Association at Zhejiang University, and an active Web3 community contributor with 4,000+ followers. Proficient in AI Agent development frameworks, Claude Code / Codex workflows, OpenClaw Skills authoring, and LLM-powered work SOP automation, with monthly AI subscription costs exceeding 1,000 CNY. Open to collaboration in quantitative research, AI agent development, and Web3 infrastructure.
我是中国科学院开源软件协会(OpenCAS)/ 区块链协会和浙江大学区块链协会的核心成员, 活跃的 Web3 社区贡献者,拥有 4,000+ 粉丝。 熟练掌握 AI Agent 开发框架,精通 Claude Code / Codex 等 AI 编程工具,擅长编写 OpenClaw Skills 与 LLM 驱动的工作 SOP 自动化,每月大模型订阅费用超 1,000 元。 欢迎在量化研究、AI Agent 开发和 Web3 基础设施领域开展合作。
Research研究
My research interests include: 我的研究兴趣包括:
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Crypto Quantitative Trading & Risk Control加密货币量化交易与风控
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LLM-based AI Agent Systems基于大模型的 AI Agent 系统
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Web3 & Blockchain InfrastructureWeb3 与区块链基础设施
Current work当前工作
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Building multi-agent quantitative trading systems that integrate volume-price analysis, market sentiment, and on-chain data for crypto markets.构建多智能体量化交易系统,融合量价分析、市场情绪和链上数据。
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Developing market surveillance and anomaly detection tools for identifying manipulation patterns in cryptocurrency exchanges.开发市场监察和异常检测工具,识别加密货币交易所中的操纵模式。
Recent publications近期发表
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Sun, S.; Ran, X.; Pang, S.; Chen, X.*; Sun, Y.* DataR2E: Research and Prospects on the Value Release of Data Elements in Web 3.0. 2025 IEEE Global Blockchain Conference (GBC), Shanghai, China, 20–22 June 2025. IEEE, 2025.孙S.; 冉熙; 庞S.; 陈X.*; 孙Y.* DataR2E:Web 3.0 数据要素价值释放研究与展望。 2025 IEEE 全球区块链会议 (GBC),中国上海,2025年6月20–22日。IEEE, 2025。 [pdf] [doi]
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Ju, C.; Shen, Z.; Bao, F.*; Wen, Z.; Ran, X.; Yu, C.; Xu, C. Blockchain Traceability System in Complex Application Scenarios: Image-Based Interactive Traceability Structure. Systems 2022, 10, 78. (JCR - Q2)琚C.; 沈Z.; 鲍F.*; 温Z.; 冉熙; 余C.; 徐C. 复杂应用场景下的区块链溯源系统:基于图像的交互式溯源结构。 Systems 2022, 10, 78. (JCR - Q2) [pdf] [doi]
Note注: * indicates the corresponding author.* 表示通讯作者。
Full list of publications in Google ScholarGoogle Scholar 完整论文列表.
Industrial Experience工作经历
- Developed SQL-based surveillance rules and Python forensic analysis tools for detecting market manipulation (Spoofing, Wash Trading, Pump & Dump)开发基于 SQL 的监控规则和 Python 取证分析工具,检测市场操纵行为(Spoofing、Wash Trading、Pump & Dump)
- Built anomaly detection systems for identifying coordinated gang attacks and Sybil account clusters using IP/device fingerprint clustering构建异常检测系统,通过 IP/设备指纹聚类识别协同攻击和女巫账户集群
- Conducted OI (Open Interest) risk analysis to identify suspicious position concentration and insider trading patterns进行 OI(未平仓合约)风险分析,识别可疑持仓集中度和内幕交易模式
- Developed a multi-variate fusion risk control algorithm system using agents, incorporating volume-price, sentiment, and on-chain metrics开发基于 Agent 的多因子融合风控算法系统,整合量价、情绪和链上指标
- Built an algorithmic risk control platform in Python, including account risk dashboards and strategy management interfaces构建 Python 算法风控平台,包含账户风险看板和策略管理界面
- Developed a primary Solana on-chain trading framework triggered by push signals, achieving long-term sustainable profits开发基于推送信号触发的 Solana 链上交易框架,实现长期可持续盈利
- Full-stack learning of blockchain technology区块链技术全栈学习
- Thesis and technology report writing论文与技术报告撰写
- Blockchain industry investment research区块链行业投研
- Hyperchain deployment, application development, and product testing趣链平台部署、应用开发与产品测试
Education & Visiting教育与访学
- GPA: 3.75 | Research: AI Agent, Web3, Quantitative Trading & Risk ControlGPA: 3.75 | 研究领域:AI Agent、Web3、量化与风控
- Main Courses: Introduction to Blockchain, Computer Architecture, Parallel Computing, Natural Language Processing, Advanced Artificial Intelligence, Robotics and Intelligent Computing.核心课程:区块链导论、计算机体系结构、并行计算、自然语言处理、高级人工智能、机器人与智能计算。
- Ranked 1st in major, with recommendation for postgraduate study without entrance exam.专业排名第一,获推免资格。
- GPA: 3.77 | Research: Blockchain, NLP, Mathematical ModelingGPA: 3.77 | 研究领域:区块链、NLP、数学建模
- Main Courses: Web Programming, Data Statistics & Visualization, Big Data Technologies & Applications, Machine Learning, Android Mobile App Development.核心课程:网络程序设计 (91)、数据统计与可视化 (96)、大数据关键技术与应用 (94)、机器学习 (89)、Android 移动应用开发 (95)。
- English: CET-4: 535 | CET-6: 437 (Proficient in reading and writing English academic papers)英语水平:CET-4: 535 | CET-6: 437(具备良好的英语科技论文阅读写作能力)
Competitions and awards竞赛与奖项
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The 2nd Prize of Academic Scholarship of University of Chinese Academy of Sciences, 11.2025中国科学院大学学业奖学金二等奖,2025.11
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The 2nd Prize in China Post-graduate Mathematical Contest in Modeling (China), 11.2024全国研究生数学建模竞赛二等奖,2024.11
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The 2nd Prize in the "Challenge Cup" unveils special competitions for marshals - Knowledge Graph Transfer Learning (RongzhiGraph) (China), 09.2023"挑战杯"全国大学生课外学术科技作品竞赛揭榜挂帅专项赛 - 知识图谱迁移学习二等奖(全国),2023.09
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The 2nd Prize in the Logistics Design Competition (Zhejiang), 02.2023物流设计竞赛二等奖(浙江省),2023.02
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Zhejiang Government Scholarship, 12.2022浙江省政府奖学金,2022.12
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The 3rd Prize in "Challenge Cup" National College Student Business Plan Competition (Zhejiang), 06.2022"挑战杯"全国大学生创业计划竞赛三等奖(浙江省),2022.06
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The 2nd Prize in the National E-Commerce "Innovation, Creation, Entrepreneurship" Challenge Competition for College Students(Zhejiang), 06.2022全国大学生电子商务"创新、创意及创业"挑战赛二等奖(浙江省),2022.06
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The Honorable Prize in Mathematical Contest in Modeling/ The Interdisciplinary Contest in Modeling (MCM/ICM) (America), 05.2022美国大学生数学建模竞赛/交叉学科建模竞赛 (MCM/ICM) H 奖,2022.05
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The 1st-Class Scholarship, Zhejiang Gongshang University, 04.2022浙江工商大学一等奖学金,2022.04
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National Encouragement Scholarship, 11.2021国家励志奖学金,2021.11
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The 3rd Prize in China College Students "Internet+" Innovation and Entrepreneurship Competition (Zhejiang), 08.2021中国大学生"互联网+"创新创业大赛三等奖(浙江省),2021.08
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The 2nd Prize in the China Undergraduate Mathematical Contest in Modeling (CUMCM) (Zhejiang), 09.2021全国大学生数学建模竞赛 (CUMCM) 二等奖(浙江省),2021.09
Projects项目
I maintain 50+ repositories across diverse technical domains, with a primary focus on Python, JavaScript/TypeScript, and Go. My tech stack spans from blockchain development (Solana, Ethereum, Web3.js) to machine learning frameworks (PyTorch, PaddlePaddle, HuggingFace), and full-stack development (FastAPI, React, Vue.js).
我维护 50+ 个涵盖不同技术领域的仓库,主要使用 Python、JavaScript/TypeScript 和 Go。 技术栈涵盖区块链开发(Solana、Ethereum、Web3.js)、机器学习框架(PyTorch、PaddlePaddle、HuggingFace)以及全栈开发(FastAPI、React、Vue.js)。
Project categories include:项目分类包括:
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AlphaDetector Ecosystem - A private quantitative trading suite with 19 sub-projects covering risk control, trading bots, signal collection, and browser extensions私有量化交易套件,包含 19 个子项目,涵盖风控、交易机器人、信号采集和浏览器插件
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Web3 & Blockchain Tools - On-chain analysis tools, wallet trackers, and DeFi applications链上分析工具、钱包追踪器和 DeFi 应用
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AI & NLP - Information extraction systems, multi-agent frameworks, and LLM applications信息抽取系统、多智能体框架和大模型应用
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Desktop & Full-Stack - Production-ready applications including a hotel management system (130+ stars)生产级应用,包括酒店管理系统(130+ stars)
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Learning & Templates - Includes zero2Agent (53-article Agent engineering tutorial covering LangGraph, Claude Code, SDK frameworks) and zero2Leetcode (AI-coached algorithm learning platform with 98 LeetCode problems and online judge)包含 zero2Agent(53篇 Agent 工程实战教程,覆盖 LangGraph、Claude Code、SDK 框架)和 zero2Leetcode(AI 辅导式算法学习平台,含 98 道 LeetCode 题目与在线判题)
Activities社团活动
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Core Member, Chinese Academy of Sciences Open Source Software Association (OpenCAS) / Blockchain Association, 09.2024-Present核心成员,中国科学院开源软件协会(OpenCAS)/ 区块链协会,2024.09 至今
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Promoted open-source philosophy and technology sharing within the CAS community在科苑社区推广"开放·自由·分享"的开源理念与技术交流
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Explored cutting-edge topics including AI Agents, AGI, large language models, and OpenClaw Skills探索 AI Agent、AGI、大模型、OpenClaw Skills 等前沿方向
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Engaged in blockchain technology innovation and academic exchange参与区块链技术创新与学术交流活动
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Core Member, Zhejiang University Blockchain Association, 10.2023-Present核心成员,浙江大学区块链协会,2023.10 至今
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Participated in blockchain-related research and development activities参与区块链相关的研究与开发活动
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Organized and conducted technical workshops and seminars组织和开展技术研讨会与讲座
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Commissary in Charge of Studies, Zhejiang Gongshang University, 09.2020-09.2021学习委员,浙江工商大学,2020.09-2021.09
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Guided freshmen in the subjects of Advanced Mathematics and Programming Python and taught some learning skills指导新生高等数学和 Python 编程课程,传授学习方法