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Developer · AI tools explorer · Product designer Hi, I'm Xiao hui (@Lutra11), a software engineering master's student at Minzu University of China. I connect development, user research, and prototyping to turn ideas into useful products. My interests span AI tools, web development, and optimization algorithms. I enjoy understanding a problem, building a working solution, and improving it through feedback. AI helps me see further; solving real problems gives the work its purpose. |
| Area | Tools & practice |
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| Web development | Vue · React · JavaScript / TypeScript · CSS / SCSS · Node.js |
| Backend & data | Python · Java · Spring Boot · MySQL · Pandas · NumPy |
| AI-assisted development | Claude Code · Codex · OpenCode |
| Product & design | Figma · Prototyping · User research · Requirements analysis · Jira |
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Research on reliable skill optimization for SpreadsheetBench, extending SkillOpt with paired bootstrap gating, adaptive optimization budgets, and memory of rejected edits.
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A state-aware artificial bee colony algorithm for dynamic drone landing scheduling at urban logistics hubs.
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Adaptive search for constrained intercity railway headway optimization, combining success-history learning, population-state-aware strategy selection, and directed restarts.
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Long-tail-aware artificial bee colony-K-means for unsupervised image clustering, using density-aware coresets and graph propagation to study minority cluster recovery.
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| Period | Education |
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| Sep 2025 - Present | Minzu University of China · 中央民族大学 - Master's student in Software Engineering |
| Sep 2021 - Jun 2025 | South-Central Minzu University · 中南民族大学 - Bachelor's degree in Software Engineering |
My experience connects frontend development, data analysis, product operations, and campus product delivery.
Professional experience - development, data, and product operations
| Period | Role | Focus |
|---|---|---|
| Apr 2026 - Present | Product Operations Intern · 聪明核桃教育科技有限公司 | User journeys, operational data analysis, product feedback, and process improvement. |
| May 2025 - Sep 2025 | Frontend Development Intern · 金山软件有限公司 | Web interfaces and components for Kingsoft Docs, feature integration, bug fixes, performance, and compatibility. |
| Jun 2024 - Sep 2024 | Data Analysis Intern · 新文道时代教育科技公司 | Python data collection, cleaning with Pandas / NumPy / SQL, and visualization with ECharts / Matplotlib. |
| Apr 2023 - Sep 2023 | Requirements Engineer · 华信咨询设计院 | Smart-village research, requirements documentation, and internal file resource management. |
Product & campus projects - from user needs to delivery
- LearnEase campus guide · Project lead · Jun 2024 - Apr 2025: Planned campus navigation, dining recommendations, and student community features; coordinated development, testing, and campus operations.
- Code resource marketplace · Independent developer · Jan 2025 - Mar 2025: Designed and developed a platform with Vue 3, TypeScript, Spring Boot, MyBatis, MySQL, and Tencent Cloud COS.
- Ethnic law knowledge Q&A system · Technical contributor: Worked on requirements, question-answer interaction, knowledge retrieval, and database queries using Java and Spring Boot.
- Chuangming Studio & student volunteering: Organized technical exchange and project development, and helped bring introductory programming and digital literacy activities to the community.
I explore computer vision and adaptive optimization in practical application settings. My research projects include:
| Project | Research focus |
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| ARC-YOLO | Multi-scale and weak residual oil feature detection in microscopic imagery, with adaptive feature enhancement and cross-attention fusion. |
| SAES-ABC | State-aware exploration-exploitation switching for dynamic drone landing time-window optimization. |
| SHDMS-ABC | Success-history-driven, multi-strategy search for intercity railway headway optimization. |
Read the research summaries on my website →
League of Legends · Dave the Diver · Consumer tech · Hip-hop and Mandopop
Let's turn useful ideas into working products.
Personal website ·
[email protected] ·
GitHub