Zhe Cao

Academic Profile

As a sophomore at Nanjing University, I am pursuing rigorous studies in computer science disciplines including data structure, introduction to computer system, machine learning and so on. My academic journey is marked by early engagement in research through:

• Major Innovation Project: Participating in Retrieval Augmented Generation (RAG) for LLMs
• Research Practice: Conducting systematic investigations into Research on safe alignment of large models based on agents under Prof. Huo Jing

Interests

• Multimodel LLM
• Natural Language Process based on deep neural network
• Reinforcement Learning for LLM

Projects

• Sentiment Analysis on IMDB: A project that uses machine learning algorithm to perform sentiment analysis on the IMDB dataset. By using cross validation method, we get the models classification acc. The naïve bayes model could access 85.5% and SVM model could get 88% acc by contrast. They both have a great performance in the sentiment analysis task.
• ICS PA (course project): A project that uses C to implement a simple computer system. This project includes several components:
  • NJU Emulator: An emulator for the NJU computer system.
  • AbstractMachine: A running time environment.
  • NanOS-lite: A lightweight operating system designed for the abstract machine.
  • Navy-apps: A set of applications developed to run on NanOS-lite.

Projects

• Baidu Galaxy Cup Artificial Intelligence Creative Competition:

Technical Proficiencies

• Languages: Python (PyTorch), C, C++, Java, SQL
• ML Frameworks: HuggingFace Transformers,
• Tools: Docker, Git, Latex, Linux

Contact

Email: 231220100@smail.nju.edu.cn
GitHub: @ZheCao-NJU