Resume summary-English

AI Graduate Student, LLM Research

R&D in LLMs Focused on AI entities and NPCs (Non-Player Characters)

• Published an SCI paper in April 2024:

  MemoryRepository for AI NPC

  • Enabled long-term and more human-like dialogues for AI entities
  • Based on large models, long-term memory capabilities, and a "soul" (human-like dialogue with emotional and partial consciousness systems)

Two years of internship experience, with several personal projects (non-company projects) available for showcase

• AI Platform Development Experience

  • Cross-border eCommerce GPT Efficiency Tool - ECommerceGPT Developed a text-based large model for enhancing eCommerce operations ECommerceGPT

  • Speech & Mixing Interface - minimax_audiomixing_streamlit Created an audio-to-image tool minimax_audiomixing_streamlit

  • Prompt Engineering

    • Applied in various fields:

      • Game NPCs
      • AI Agent
      • Chatbots
      • eCommerce Efficiency Tools
      • Novel & Story Generation

    • Automated Prompt Testing

      - PromptCompletionsForDifyAI

      PromptCompletionsForDifyAI

      • Solved time and cost issues associated with prompt testing

    • Prompt Evaluation

      - PromptEval

      PromptEval

      • Developed subjective and objective evaluation methods for prompts

• Experience in NLP and LLMs

  • Application and deployment of large models
  • Development of AI toolsets
  • Prompt engineering
  • Data processing and fine-tuning
  • Retrieval-Augmented Generation (RAG)

• AIGC in Image Generation

  • StableDiffusion Users can generate high-quality images by simply inputting the desired text without needing prompt engineering expertise chatgpt-stablediffusion-prompts-gen
  • ComfyUI Deployment, Application & Development

简历摘要-Chinese

• AI研究生,大模型领域

• 大模型领域研发,人工智能体和NPC方向

  • 24年4月发的SCI论文:MemoryRepository for AI NPC 使得人工智能体能够长期对话和更加像人一样的对话 基于大模型 长期记忆能力 和 灵魂(像人一样的对话,加入感情系统,部分意识系统)

• 实习两年,部分可展示的个人项目经历(非公司项目,个人项目,公司项目无法展示)

  • AI中台开发经历

    • 跨境电商GPT效率工具-ECommerceGPT 文本大模型 ECommerceGPT

    • 语音&混音接口-minimax_audiomixing_streamlit 文生图

    minimax_audiomixing_streamlit

    • Prompt工程

      • 在各领域的应用
        • 游戏NPC
        • AI人工智能体
        • 对话机器人
        • 电商效率工具
        • 小说&故事生成
      • Prompt自动化测试-PromptCompletionsForDifyAI 解决Prompt测试的时间和金钱成本问题
      • Prompt评估-PromptEval Prompt主观和客观评估方案

  • NLP和大模型领域经历

    • 大模型应用和部署
    • AI工具集开发
    • Prompt工程
    • 数据处理和微调
    • RAG

  • AIGC图片领域

    • StableDiffusion

      用户无需在意Prompt工程,只需要输入想要的图片,即可生成高质量图片 作用:用户输入的Text to 用于生成好图片的Prompt,避免了用户不会Prompt工程导致图片质量过低

      chatgpt-stablediffusion-prompts-gen

    • ComfyUI部署&应用&开发