About Me
I am a recent graduate in Artificial Intelligence from Guangdong University of Technology. I hope to research and apply AI and data‑driven methods to model, analyze and conduct decision‑making for complex systems, and develop practical, deployable AI solutions.
Education
Practice
LLM-Collaborative Filtering Fusion for Sequential Recommendation
2025.11 - 2026.5
• Developed an LLM-based sequential recommendation framework integrating collaborative filtering with semantic language modeling. • Integrated ALS, RQ-VAE, and Qwen2.5 with parameter-efficient fine-tuning and constrained decoding. • Achieved +8.8% HR@10 and +6.9% NDCG@10 over SASRec. • Outcome: Undergraduate thesis and registered software copyright.
Sugar Smart · AI Glycemic Health Product
2025.3 - 2025.6
• Collaboration: Worked with e-commerce majors on product research, visual design, and product development. • Product: AI-powered blood glucose management for high-risk hyperglycemia users, featuring smart analysis, image understanding, and multilingual dialect speech recognition/generation. • Solution: Market research → product planning → business model design → AIGC agent-based health management. • Outcome: Second Prize, South China Division, China Collegiate Computing Contest.
Multimodal AI for Rice Disease Diagnosis & Intelligent Consultation
2025.9 - 2025.10
• Framework: Multimodal AI system for rice disease diagnosis and intelligent consultation using Qwen3-VL-4B • Methods: QLoRA fine-tuning + LangChain/FAISS-based RAG for image diagnosis and expert knowledge retrieval • Deployment: 4-bit quantization and adaptive inference for efficient Web-based deployment • Workflow: Data preparation → model fine-tuning → RAG integration → Web system implementation
Competitions
& Awards
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Guangdong Provincial First Prize, 2024 China Undergraduate Mathematical Contest in Modeling
2024.9
• Problem: Agricultural land-use planning across 1,201 mu and 34 plots under uncertainty. • Methods: Feature mining, MILP, stochastic & robust optimization, PSO, and Monte Carlo simulation. • Contribution: Led data processing, constraint modeling, optimization implementation, and visualization.
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National First Prize, 2025 International Supply Chain Modeling & Design Competition
2025.2 - 2025.5
• Collaboration: Worked with e-commerce majors on supply-chain diagnosis and optimization modeling. • Solution: Three-tier network reconfiguration and cross-echelon procurement optimization. • Result: Reduced total cost by 47.13% while addressing supply-chain resilience and low-carbon objectives. • Contribution: Led baseline analysis, facility location, procurement design, and resilience analysis.
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Second Prize, South China Division, 2025 China Collegiate Computing Contest – Mobile Application Innovation (C4)
2025.3 - 2025.5
- National Second Prize, 2025 China Creative Challenges Contest
- Municipal First Prize, 2023 Jieyang Green Petrochemical Innovation Contest
- First Prize, University-Level Competition, 2024 “Challenge Cup” National College Student Extracurricular Academic Science and Technology Contest
- GDUT First-Class Outstanding Student Scholarship
- GDUT CYLC Advanced Individual
- GDUT Outstanding CYLC Member
Skills
Programming Languages
AI / Agent
Dev Tools
Certificates
Other Skills
Social
Engagement
Digital Transformation Social Practice of Huilai Litchi Industry (University-level Key Rural Revitalization Team)
2024.3 - 2025.1
Core Member
• Led digital transformation for Huilai litchi industry to solve low brand recognition & weak online sales. Served in Guangdong Youth "Hundred Counties, Thousand Towns, Ten Thousand Villages Project" Assault Team.
• Collaborated with students from e‑commerce and product‑design disciplines on the digital transformation of Jieyang’s lychee industry, and proactively partnered with SCAU to advance lychee variety cultivation and improvement. Conducted 20+ farmer field visits and analyzed 450+ consumer survey responses using the 4P framework and AIDA model to identify barriers to regional branding and online market expansion.
• Took part in digital‑marketing strategy formulation, brand IP & poster design, and farm IoT interface optimization. Helped local cooperatives reach RMB 1.75 million seasonal sales with doubled online orders and a 155% rise in brand exposure. The project was covered by Nanfang Daily, Yangcheng Evening News and other renowned media, and received municipal‑level and university‑level recognition.
College CYLC Secretariat · Student Organization
2022.9 - 2024.6
Head of Department / General Member
• Led Secretariat to plan and deliver 20+ student development activities (including Youth Marxism Training Program) engaging 1,000+ students. Improved departmental knowledge management by establishing a cloud-based document repository and SOPs.
• Coordinated 30+ WeChat posts receiving 32000+ views and received the University-level CYLC Advanced Individual title for leadership and organizational contributions.