Xi Ran ,(冉熙)

Postgraduate, College of Intelligent Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences. No.1 Xiangshan Branch Road, Xihu District Hangzhou City, China E-mail: [email protected]

About me

I am a graduate student in Computer Technology (Class of 2024), with a research focus on blockchain, Web3, machine learning, NLP, and mathematical modeling. My interests span across key blockchain ecosystems such as Ethereum (ETH), Bitcoin (BTC), and Solana (SOL), and I actively engage with the Web3 community as a KOL with 4,000+ followers. I am a core member of the Blockchain Associations at the Chinese Academy of Sciences and Zhejiang University. I also participate in blockchain-related research and am open to collaboration opportunities, including co-authoring academic papers.

Research

My research interests include:

• Blockchain

• Web3

• NLP

Current work

• Participating in a Web3 Open Source Research project aimed at addressing incentive issues in Web3 open source ecosystems. The goal is to produce a top-tier software engineering conference paper and an impactful open source project.

Recent publications

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: * indicates the corresponding author.

Full list of publications in Google Scholar.

Education

M.S., Computer Technology, University of Chinese Academy of Sciences, 09.2024-Present (postgraduate recommendation)

• Main Courses: Computer Architecture, Parallel Computing, Natural Language Processing, Introduction to Blockchain, Academic English.

B.E., Information Management and Information Systems, Zhejiang Gongshang University, 09.2020-07.2024

• 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.

Work experience

1. Crypto Quantitative Risk Control Algorithm Research and Development, Zhejiang University, 10.2025–present

• 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

2. Quant Research in Cryptocurrency, Zhejiang University, 06.2025–10.2025

• Developed a primary Solana on-chain trading framework triggered by push signals, achieving long-term sustainable profits

• Built a secondary exchange quantitative news trading framework based on LLM agents, achieving 85% win rate and continuous profitability

3. Blockchain R&D Engineer, Hangzhou Hyperchain Technology Co., Ltd., 10.2023–06.2024

• Full-stack learning of blockchain technology

• Thesis and technology report writing

• Blockchain industry investment research

• Hyperchain deployment, application development, and product testing

4. Research Assistant, Turing Academy Technology Co., Ltd., 06.2023–09.2023

• Assisted in AI research

• Applied Python, GPT-4, and Claude 2

5. Data Analyst Intern, Zhejiang Youshu Digital Technology Co., Ltd., 01.2022–02.2022

• Assisted in collecting government-related big data

• Conducted big data analysis for government affairs

• Utilized Excel, Python, and other tools

Competitions and awards

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" unveils special competitions for marshals - Migration Modelling (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

Projects

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).

Project categories include:

• 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+ ⭐)

• Learning & Templates - Educational resources and LaTeX templates

View all 50+ projects →

Activities

1. 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

2. Secretary in Association of Employment, Zhejiang Gongshang University, 09.2020-06.2021

• Responsible for assisting the school employment office in organizing large-scale job fairs

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

• Participated in blockchain-related research and development activities

• Organized and conducted technical workshops and seminars

4. 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