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Ph.D. in Information Science

• Advised by Prof. Chengzhi Zhang

B.M. in Information Management and System

Freelance

• Media generation expertise integrating Midjourney and Runway for creative projects, deploying AI models like SD and FLUX, and customizing ComfyUI for advanced AI-powered applications.
• Academic mentorship in LLMs, multimodal AI, and data mining, guiding research projects, optimizing model performance, and contributing to impactful publications.

NLP Engineer

• Parsed PDF files to build a full-text dataset and implemented a Retrieval-Augmented Generation system using LangChain, enabling retrieval of relevant text blocks via vectorized queries for LLM-based answer generation.

Data Scientist

• Constructed the training dataset for fine-tuning and developed a conversational model by applying LoRA to fine-tune ChatGLM-6B on domain-specific texts.
• Led a team of 4 outsourced members in data annotation, implemented brand and snack name recognition in UGC and supported the Smart Retail department in product selection.

NLP Engineer Intern

• Deployed an annotation platform using Doccano, implemented NER in legal text using BiLSTM+CRF.

NLP Engineer Intern

• Developed a user query classification system with fastText, integrating user click behavior to recommend relevant ads, improving ad targeting efficiency through successful product deployment.

• 研究生国家奖学金一等奖/National Postgraduate Scholarship First Prize
• 工信部创新创业奖学金一等奖/MIIT Innovation and Entrepreneurship Scholarship First Prize