About Me
Hi, I’m Duan, also known as 小段子 (Xiao Duanzi). I am an undergraduate student majoring in Cybersecurity at Tianjin University, currently conducting research in Professor Yitao Hu’s lab with a focus on Text-to-Video generation.
I am passionate about technology and firmly believe that the core purpose of code is to solve real-world problems. My primary focus is on Backend Development and Data Science, and I enjoy the process of uncovering value from vast amounts of data and transforming it into reliable products through robust software architecture. This blog is where I document my technical thoughts, project experiences, and learning journey.
Honors & Awards
| Honor | Level |
|---|---|
| 2024 Kaggle - NeurIPS 2024 - Lux AI Season 3 Bronze (Top 15) | National |
| NITRIO International Scholarship | University-level |
| 2025 MCM/ICM Honorable Mention | National |
| National College Mathematics Competition, First Prize (7th in Tianjin) | Provincial/Ministry |
| Tianjin College Mathematics Competition, First Prize | Provincial/Ministry |
| Beiyang Qihang Self-Reliance Award | University-level |
Projects
TJU-Dianping — A Campus Life Service Platform
- Role: Backend Developer & Product Lead
- Time: March 2025 - Present
- Description: To improve the transparency and interactivity of campus services, I independently planned and led the development of the “TJU-Dianping” platform. The project covers various modules such as cafeterias, courses, and classroom facilities, allowing users to post reviews, ratings, and browse rankings.
- My Contributions:
- Independently conducted requirement analysis, feature planning, and designed product prototypes.
- Designed the database schema and developed the core backend services using a tech stack of
Spring Boot,MyBatis,Redis,RabbitMQ, andMySQL. - Implemented user authentication and authorization using JWT to ensure platform security.
- Wrote RESTful APIs to ensure seamless communication between the frontend and backend.
Research
Research on Consumer Behavior and Operational Management Strategies in a Digital and Intelligent Catering Service System
- Role: Data Analysis Lead
- Level: National College Students’ Innovation and Entrepreneurship Training Program
- Time: April 2024 - April 2026 (Expected)
- Description: This project combines queuing economics with data science to explore consumer behavior patterns in the digital era, aiming to provide optimal strategies for catering service providers.
- My Contributions:
- Led the data analysis efforts, responsible for processing and analyzing nearly 10,000 initial transaction records.
- Utilized
PythonandSQLfor data mining and employedTableaufor data visualization. - Successfully identified 5 key consumer behavior patterns, providing a solid data foundation for the project’s subsequent research.
Thank you for visiting! Feel free to reach out if you’re interested in my content.
关于我
您好,我是小段子。一名就读于天津大学网络空间安全专业的在读本科生,目前在胡一涛老师实验室下进行科研学习,目前的研究方向是文生视频,对技术充满热情,坚信代码的核心是解决实际问题。我专注于后端开发与数据科学领域,享受从海量数据中挖掘价值,并用坚实的软件架构将其实现为可靠产品的过程。这个博客是我记录技术思考、项目实践和学习心得的地方。
获奖荣誉
| 荣誉名称 | 级别 |
|---|---|
| 2024 Kaggle - NeurIPS 2024 - Lux AI Season 3 铜奖 (Top 15) | 国家级 |
| NITRIO 国际奖学金 | 校级 |
| 2025 美国大学生数学建模竞赛H奖 | 国家级 |
| 全国大学生数学竞赛非数学类组一等奖 (天津市第七) | 省部级 |
| 天津市大学生数学竞赛一等奖 | 省部级 |
| 北洋启航自立奖 | 校级 |
项目
天大点评—校园生活服务平台
- 角色: 后端开发 & 产品主导
- 时间: 2025.03 - 至今
- 项目描述: 为提升校园服务透明度,我独立规划并主导开发了"天大点评"平台。项目涵盖食堂、课程、教室设施等多个模块,支持用户点评、评分与排行查询,旨在构建一个开放、互助的校园信息共享社区。
- 技术栈:
Spring Boot/MyBatis Plus/Redis/RabbitMQ/MySQL/Git - 我的贡献:
- 独立完成需求调研、功能规划与产品原型设计。
- 负责数据库结构设计,并使用 Spring Boot + MyBatis 栈开发了平台的核心后端服务。
- 通过 JWT 实现用户认证与权限控制,保障平台安全。
科研
数智化餐饮服务系统下消费者行为与运营管理策略研究
- 角色: 数据分析负责人
- 级别: 国家级大学生创新创业训练计划项目 (国家级大创)
- 时间: 2024.04 - 2026.04 (预计)
- 研究简介: 本项目结合排队经济学与数据科学,旨在探究数智时代下的消费者行为规律,为餐饮服务商提供最优运营策略。
- 我的贡献:
- 主导数据分析工作,负责对初期收集的近万条餐饮交易数据进行处理与分析。
- 综合运用
Python,SQL等工具进行数据挖掘,并借助Tableau完成数据可视化。 - 成功提炼出 5 个关键的消费者行为模式,为项目后续的策略研究提供了坚实的数据支撑。
感谢你的访问!如果你对我的内容感兴趣,欢迎随时交流。