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, Node.js, SQL, 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硕士研究生（2024级），研究方向聚焦于量化交易、AI Agent和Web3的交叉领域。我构建基于大语言模型的交易系统和链上分析工具，在 Bybit 拥有加密货币市场监控实习经验，在浙江大学进行量化策略研发。技术栈涵盖 Python、Node.js、SQL、Solidity 和全栈开发，在 GitHub 上维护 50+ 个开源仓库。

I am a core member of the Blockchain Associations at the Chinese Academy of Sciences and Zhejiang University, and an active Web3 community contributor with 4,000+ followers. Open to collaboration in quantitative research, AI agent development, and Web3 infrastructure.

我是中国科学院和浙江大学区块链协会核心成员，活跃的 Web3 社区贡献者，拥有 4,000+ 粉丝。欢迎在量化研究、AI Agent 开发和 Web3 基础设施方面展开合作。

Research研究方向

My research interests include: 我的研究兴趣包括：

  • Crypto Quantitative Trading & Risk Control

  • LLM-based AI Agent Systems

  • Web3 & Blockchain Infrastructure

  • 加密货币量化交易与风控

  • 基于大语言模型的 AI Agent 系统

  • Web3 与区块链基础设施

Current work当前工作

  • Building multi-agent quantitative trading systems that integrate volume-price analysis, market sentiment, and on-chain data for crypto markets.

  • Developing market surveillance and anomaly detection tools for identifying manipulation patterns in cryptocurrency exchanges.

  • Master's thesis: LLM-Agent driven crypto risk control framework fusing sentiment, on-chain, and market microstructure data for early warning of extreme events.

  • 构建多 Agent 量化交易系统，融合量价分析、市场情绪和链上数据，用于加密货币市场。

  • 开发市场监控和异常检测工具，用于识别加密货币交易所中的操纵行为模式。

  • 硕士毕设：基于 LLM Agent 的数字货币多源融合风控框架，融合舆情、链上和市场微观结构数据，实现极端事件提前预警。

Recent publications近期发表

  1. 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. In: Proceedings of the 2025 IEEE Global Blockchain Conference (GBC), Shanghai, China, 20–22 June 2025. IEEE, 2025. [pdf] [doi]

  2. 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) [pdf] [doi]

Note注: * indicates the corresponding author.：* 表示通讯作者。

Full list of publications in Google Scholar在 Google Scholar 查看完整发表列表.

Industrial Experience工作经历

Bybit
Bybit
Dec. 2025 - Present
Market Surveillance Intern, Remote (HQ: Dubai, UAE)市场监控实习生，远程（总部：迪拜，阿联酋）
Topic: Crypto Market Surveillance & Anomaly Detection方向：加密货币市场监控与异常检测
  • Developed SQL-based surveillance rules and Python forensic analysis tools for detecting market manipulation (Spoofing, Wash Trading, Pump & Dump)
  • Built anomaly detection systems for identifying coordinated gang attacks and Sybil account clusters using IP/device fingerprint clustering
  • Conducted OI (Open Interest) risk analysis to identify suspicious position concentration and insider trading patterns
  • 开发基于 SQL 的监控规则和 Python 取证分析工具，用于检测市场操纵行为（Spoofing、刷量交易、拉高出货）
  • 构建异常检测系统，通过 IP/设备指纹聚类识别协调攻击团伙和女巫账户集群
  • 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
Zhejiang University
Zhejiang University浙江大学
Jun. 2025 - Present
Crypto Quantitative Research, Hangzhou, China加密货币量化研究，中国杭州
Topic: Quantitative Trading & Risk Control方向：量化交易与风控
  • Developed a multi-variate fusion risk control algorithm system using agents, incorporating volume-price, sentiment, and on-chain metrics
  • Built an algorithmic risk control platform in Python, including account risk dashboards and strategy management interfaces
  • Developed a primary Solana on-chain trading framework triggered by push signals, achieving long-term sustainable profits
  • 开发基于 Agent 的多变量融合风控算法系统，融合量价、情绪和链上指标
  • 使用 Python 构建算法风控平台，包含账户风险看板和策略管理界面
  • 开发基于推送信号触发的 Solana 链上一级交易框架，实现长期可持续盈利
Hyperchain
Hyperchain Technology Co., Ltd.杭州趣链科技有限公司
Oct. 2023 - Jun. 2024
Blockchain R&D Engineer Intern, Hangzhou, China区块链研发工程师实习生，中国杭州
Topic: Blockchain Infrastructure & Development方向：区块链基础设施与开发
  • Full-stack learning of blockchain technology
  • Thesis and technology report writing
  • Blockchain industry investment research
  • Hyperchain deployment, application development, and product testing
  • 区块链技术全栈学习
  • 论文和技术报告撰写
  • 区块链行业投研分析
  • 趣链区块链平台部署、应用开发与产品测试

Education & Visiting教育经历

Zhejiang University
Zhejiang University, China浙江大学
Visiting Student in Computer Science计算机科学访问学生
Jun. 2025 - Present
University of Chinese Academy of Sciences
University of Chinese Academy of Sciences, China中国科学院大学
Master of Science in Computer Technology (postgraduate recommendation)计算机技术硕士 （保研）
Sep. 2024 - Present
  • Main Courses: Computer Architecture, Parallel Computing, Natural Language Processing, Introduction to Blockchain, Big Data Infrastructure O&M and Optimization, Robotics and Intelligent Computing, Academic English.
  • 主修课程：计算机体系结构、并行计算与实现技术、自然语言处理、区块链导论、大数据基础设施运维和优化、机器人与智能计算、学术英语。
Zhejiang Gongshang University
Zhejiang Gongshang University, China浙江工商大学
Bachelor of Engineering in Information Management and Information Systems信息管理与信息系统 工学学士
Sep. 2020 - Jun. 2024
  • Ranked 1st in major, with recommendation for postgraduate study without entrance exam.
  • Main Courses: Java Programming, Management Information System, Data Structure, Data Science, Machine Learning, Data Mining and Its Application, Big Data Technology.
  • 专业排名第一，获推免资格。
  • 主修课程：Java 程序设计、管理信息系统、数据结构、数据科学、机器学习、数据挖掘及应用、大数据技术。

Competitions and awards竞赛与获奖

  1. The 2nd Prize of Academic Scholarship of University of Chinese Academy of Sciences, 11.2025

  2. The 2nd Prize in China Post-graduate Mathematical Contest in Modeling (China), 11.2024

  3. The 2nd Prize in the "Challenge Cup" Special Competition - RongZhi Graph (Deep Learning & Knowledge Graph) (China), 09.2023

  4. The 2nd Prize in the Logistics Design Competition (Zhejiang), 02.2023

  5. Zhejiang Government Scholarship, 12.2022

  6. The 3rd Prize in "Challenge Cup" National College Student Business Plan Competition (Zhejiang), 06.2022

  7. The 2nd Prize in the National E-Commerce "Innovation, Creation, Entrepreneurship" Challenge Competition for College Students(Zhejiang), 06.2022

  8. The Honorable Prize in Mathematical Contest in Modeling/ The Interdisciplinary Contest in Modeling (MCM/ICM) (America), 05.2022

  9. The 1st-Class Scholarship, Zhejiang Gongshang University, 04.2022

  10. National Encouragement Scholarship, 11.2021

  11. The 3rd Prize in China College Students "Internet+" Innovation and Entrepreneurship Competition (Zhejiang), 08.2021

  12. The 2nd Prize in the China Undergraduate Mathematical Contest in Modeling (CUMCM) (Zhejiang), 09.2021

  1. 中国科学院大学学业奖学金二等奖，2025.11

  2. 全国研究生数学建模竞赛二等奖（全国），2024.11

  3. "挑战杯"揭榜挂帅专项赛二等奖 - 融智图谱（深度学习知识图谱）（全国），2023.09

  4. 物流设计大赛二等奖（浙江省），2023.02

  5. 浙江省政府奖学金，2022.12

  6. "挑战杯"大学生创业计划大赛三等奖（浙江省），2022.06

  7. 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

  8. 美国大学生数学建模竞赛 (MCM/ICM) 荣誉奖，2022.05

  9. 浙江工商大学一等奖学金，2022.04

  10. 国家励志奖学金，2021.11

  11. 中国"互联网+"大学生创新创业大赛三等奖（浙江省），2021.08

  12. 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+ 个代码仓库，覆盖多个技术领域，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）和全栈开发（FastAPI、React、Vue.js）。

Project categories include:项目分类包括：

  • AlphaDetector Ecosystem - A private quantitative trading suite with 19 sub-projects covering risk control, trading bots, signal collection, and browser extensions

  • Web3 & Blockchain Tools - On-chain analysis tools, wallet trackers, and DeFi applications

  • AI & NLP - Information extraction systems, multi-agent frameworks, and LLM applications

  • Desktop & Full-Stack - Production-ready applications including a hotel management system (130+ stars)

  • Learning & Templates - Educational resources and LaTeX templates

View all 50+ projects →查看全部 50+ 项目 →

Activities社会活动

  1. Core Member, Chinese Academy of Sciences Blockchain Association, 09.2024-Present

    • Engaged in blockchain technology innovation and academic exchange

    • Collaborated on blockchain projects and research papers

  2. Core Member, Zhejiang University Blockchain Association, 10.2023-Present

    • Participated in blockchain-related research and development activities

    • Organized and conducted technical workshops and seminars

  3. Commissary in Charge of Studies, Zhejiang Gongshang University, 09.2020-09.2021

    • Guided freshmen in the subjects of Advanced Mathematics and Programming Python and taught some learning skills

  1. 核心成员，中国科学院区块链协会，2024.09 至今

    • 参与区块链技术创新和学术交流

    • 协作完成区块链项目和学术论文

  2. 核心成员，浙江大学区块链协会，2023.10 至今

    • 参与区块链相关研发活动

    • 组织并开展技术研讨会和讲座

  3. 学习委员，浙江工商大学，2020.09-2021.09

    • 辅导新生高等数学和 Python 编程课程，分享学习技巧