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

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]
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.

Projects

Hotel information management system, 07.2022 [code] 😀 get 80+⭐

Making a user-interactive interface in Python, using MySQL as the data source
Performing database design
Using PyQt5 and Python

Blockchain Traceability System, 04.2022-06.2022

Construct an interactive traceability structure based on image deposition
Distributed traceability with "off-chain traceability and on-chain verification" is realized
Using github for project collaboration

Organizational structure-based Android communication software-ZJSU Message, 10.2022-12.2022 [code]

Using Android Studio and Java, Leancloud
Collaborative group development using Git

Information Extraction Policy-News, 03.2023-09.2023 [code]

Using Python and PaddlePaddle, Leancloud
Using Doccano 3DForceJS HTML CSS Javascript

Education

M.S., Computer Technology, University of Chinese Academy of Sciences, 09.2024-Present

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

Main Courses: Java Programming, Management Information System, Data Structure, Data Science, Machine Learning, Data Mining and Its Application, Big Data Technology.

Competitions and awards

The 2nd Prize of Academic Scholarship of University of Chinese Academy of Sciences, 11.2025
The 2nd Prize in China Post-graduate Mathematical Contest in Modeling (China), 11.2024 😄
The 2nd Prize in the "Challenge Cup" unveils special competitions for marshals - Migration Modelling (China), 09.2023 😍
The 2nd Prize in the Logistics Design Competition (Zhejiang), 02.2023
Zhejiang Government Scholarship, 12.2022
The 3rd Prize in "Challenge Cup" National College Student Business Plan Competition (Zhejiang), 06.2022
The 2nd Prize in the National E-Commerce "Innovation, Creation, Entrepreneurship" Challenge Competition for College Students(Zhejiang), 06.2022
The Honorable Prize in Mathematical Contest in Modeling/ The Interdisciplinary Contest in Modeling（MCM/ICM） (America), 05.2022
First-Class Scholarship, Zhejiang Gongshang University, 04.2022
National Encouragement Scholarship, 11.2021
The 3rd Prize in China College Students "Internet+" Innovation and Entrepreneurship Competition (Zhejiang), 08.2021
The 2nd Prize in the China Undergraduate Mathematical Contest in Modeling (CUMCM) (Zhejiang), 09.2021

Activities

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

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

Core Member, Zhejiang University Blockchain Association, 10.2023-Present

Participated in blockchain-related research and development activities
Organized and conducted technical workshops and seminars

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

Work experience

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

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

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

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

Assisted in AI research
Applied Python, GPT-4, and Claude 2

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

A brief cv.pdf | 中文简历.pdf